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Every Gadget Seems to Have a Voice

It's a common desire to communicate with our pets, whether it's attempting to engage them in conversation or simply wishing they'd heed our calls. This has led numerous innovative companies to believe that technology may hold the key to overcoming the barriers to pet-human communication. Enter the era of AI-powered collars for dogs and cats, designed to analyze and convey what our pets might be trying to tell us. However, the catch with these gadgets is that our furry friends aren't actually participating in the dialogue. The collars make educated guesses about the pets' thoughts and speak on their behalf. This scenario is less reminiscent of the talking dog collar from the film Up and more akin to yelling at a chatbot affixed to your pet's neck. All the while, your pet might just be puzzled about the origin of this unfamiliar voice.

Later in the program, we delve into the peculiar new trends in AI technology infiltrating our daily lives and discuss if they're genuinely enhancing our interactions.

This week signifies the conclusion of the Gadget Lab podcast as we know it. However, it's not goodbye for good. We're planning a revitalized version of the podcast to come back shortly. Lauren and Michael are set to reprise their roles as hosts, joined by an additional third co-host. Alongside, we'll introduce a new name for the podcast and shift our focus slightly in terms of what we cover.

Episode Details

Keep an eye on this channel for the latest episode release on October 31! Dive into Boone's articles featuring conversational pet collars and the AI-driven Companion pendant. Explore Lauren's insights into the complexities of AI equipment. Stay alert to the increasing integration of AI in daily life. For everything related to gadgets, stay updated with WIRED's extensive coverage of tech products.

Suggestions

Boone suggests enjoying the rain. Lauren suggests going for walks. Mike suggests checking out KEXP's YouTube channel for videos of music performances in their Seattle studio.

You can connect with Boone Ashworth on social platforms, but he prefers that you send any story ideas directly to his email at boone@wired.com, given his ongoing role as a reporter at WIRED. You can follow Lauren Goode at @LaurenGoode on Twitter. Michael Calore is active on Mastodon under the handle @snackfight@heads.social. For general inquiries, reach out to the primary contact point at @GadgetLab. Boone Ashworth (@booneashworth) took charge of producing the show, with Solar Keys providing the theme music.

Listening Guide

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For those using an iPhone or iPad, launch the Podcasts app, or simply click on this link. Alternatively, you can install applications such as Overcast or Pocket Casts and look up Gadget Lab. We're also available on Spotify. Additionally, if required, here is the RSS feed link.

Transcript Notice: Please be aware that this transcript was generated by an automated system and might include inaccuracies.

Michael Calore: Lauren, it's your

Lauren Goode: Mike.

Michael Calore: For a long time, the program has been known as Gadget Lab.

Lauren Goode: Yes, indeed.

Michael Calore: However, I do have an important question to ask you.

Lauren Goode: Alright.

Michael Calore: When was the most recent occasion you pondered over gizmos, or when did you last acquire an item that falls into the category of a gadget?

Lauren Goode: It's been ages since I last purchased any new gadgets. Well, that's not completely accurate, as I did pick up some small lavalier microphones for video purposes recently. However, when it comes to everyday devices, it's been quite a while. Nowadays, I don't really view our digital existence through the lens of physical gadgets. Instead, my focus has shifted significantly towards software.

Michael Calore: I share the same opinion. Essentially, I purchase quite a bit of musical equipment, though I wouldn't classify them as gadgets per se. Moreover, I believe the term 'gadget' doesn't accurately reflect our work since our focus is on consumer technology and products. This encompasses items such as sneakers, insect repellent, and sunblock.

Lauren Goode: Indeed. There was a time when gadgets were primarily seen as practical tools, serving a clear utility. However, today, we find ourselves completely immersed in technology.

Michael Calore: Alright. Certainly. And I see this as an excellent chance to make some alterations.

Lauren Goode: Could you clarify that?

Michael Calore: Essentially, it's not just about altering our perspective on devices or envisioning what the next generation of consumer items could look like. I believe we really need to revamp the Gadget Lab itself.

Lauren Goode: Ah, I understand your point now. If that's the direction the future is taking us, then that's the path we'll follow.

Michael Calore: Absolutely, I share the same opinion.

Lauren Goode: Right. So, does this fall into the category of 'some personal news' moments, when individuals in the media are gearing up to share an announcement and they post 'some personal news' on Twitter?

Michael Calore: Indeed, it is. Yet, we ought to conclude on a high note with an impressive gadget.

Lauren Goode: That seems odd. Let's go for it.

Michael Calore: Absolutely, let's go for it.

[Introductory music for Gadget Lab begins]

Michael Calore: Hello, everyone. Greetings from Gadget Lab. My name is Michael Calore, and I serve as WIRED's director of consumer technology and culture.

Lauren Goode: My name is Lauren Goode. I hold a position as a senior writer within the business section at WIRED.

Michael Calore: This week, we're also accompanied by Boone Ashworth, a staff writer at WIRED. If his name rings a bell, it's likely because you're a regular listener of this show and have heard his name at the conclusion of each episode. He's not just a contributor; he also produces the show, so we're grateful for his efforts. Welcome, Boone.

Boone Ashworth: Greetings. At this moment, you're listening to the sound of my voice

Michael Calore: It's great to have you back with us on the program.

Boone Ashworth: I appreciate it.

Michael Calore: Boone, your presence on the show today serves a dual purpose. Firstly, you've penned an article for WIRED this week that delves into the next wave of electronic devices and AI-integrated gadgets. Among these innovations is an oddly fascinating pet collar that enables owners to engage in verbal interactions with their pets, such as dogs or cats, and it seems to actually work. We'll explore that topic, as well as discuss the various wearable and portable gadgets like pendants, badges, and compact assistants that tech firms are currently developing, aiming to understand the direction in which this technology is evolving.

Additionally, another key reason for having you on the program today is, as previously noted, you serve as the producer of our show. For roughly five years, you've been the mastermind controlling the audio mixing at WIRED's studio, and today marks the final episode of the Gadget Lab. We're planning to take a break from Gadget Lab and then relaunch the program after it has aired, what, around 662 or 663 episodes?

Boone Ashworth: Number 62, is that correct? Yes, it's 62

Michael Calore: Astonishing.

Lauren Goode: Six hundred sixty-two.

Michael Calore: Number 662.

Lauren Goode: And Mike, have you attended each one?

Michael Calore: No, not every one of them.

Lauren Goode: The majority.

Michael Calore: Indeed, I joined around episode 20.

Lauren Goode: Incredible.

Michael Calore: Indeed.

Lauren Goode: Since 2018 is when I joined. And Boone, you truly embarked on an epic quest to become our producer amidst the pandemic.

Boone Ashworth: Absolutely, it was a blast. Do you all recall that moment?

Michael Calore emphasizes that their departure is not permanent as they have an upcoming show in the pipeline. He and Lauren will continue their roles as hosts, this time accompanied by an additional team member, bringing the total to three voices engaging in weekly discussions. This new program will be broadcast on the same channel, ensuring that current listeners can seamlessly transition without any additional steps. They can expect a sneak peek through a trailer next week, followed by the premiere episode at October's end. This new venture will tread familiar territory and spotlight two familiar faces.

Lauren Goode: Who are the individuals over there?

Michael Calore: That refers to both of us.

Lauren Goode: Ah, I see. Michael attempted to dismiss me, yet I refused to stray too far.

Michael Calore: I absolutely wouldn't.

Boone Ashworth: Is that the reason you're shackled to the desk?

Lauren Goode: Absolutely not.

Michael Calore: Boone, as you graduate, you're being freed from the constraints of this studio's mixing desk to embark on a journey of full-time writing at WIRED.

Boone Ashworth: Absolutely. Indeed, the program is expected to maintain its familiar sound and feature the usual guests. The only difference will be a new spectral presence lurking in the corner, adding its essence to the mixtape.

Lauren Goode: Despite our focus on technology, given that we're part of WIRED, our show will continue to delve into contemporary and future tech topics. However, expect a fresh perspective on themes that are currently captivating the tech audience. Rest assured, Michael and I will remain your hosts.

Michael Calore: Indeed, we'll remain present.

Lauren Goode: We'll continue to be here week after week. Outside of the podcast studio, we'll keep chatting and throwing banter around, essentially creating podcast content without officially producing one.

Michael Calore: Indeed.

Lauren Goode: Absolutely. Plus, there's this new individual coming on board who I'm really thrilled about.

Michael Calore: Likewise.

Lauren Goode: We'll wrap it up.

Michael Calore: Introducing our third co-host.

Lauren Goode: Keep following this channel.

Michael Calore: Affirmative.

Lauren Goode: Stay right there.

Boone Ashworth: Absolutely.

Michael Calore: The excitement is in the anticipation. It's absolutely a reason to keep following us. Boone, it's become clear to me that you've been the engineer and producer for more than half of our episodes.

Boone Ashworth: Roughly two to three hundred.

Michael Calore: The thing is, if we've reached 663 episodes, it's not like we were churning them out weekly from the get-go. Initially, our schedule was more sporadic, maybe bi-weekly. But we significantly increased our frequency just before you joined us as our producer, settling into a weekly rhythm.

Lauren Goode: I believe that's incorrect.

Michael Calore: Indeed.

Lauren Goode: I made it a point to be present weekly.

Michael Calore: Indeed. However, the initial 200 episodes or so were somewhat disorganized.

Lauren Goode: Ah, I see.

Michael Calore: It was only after David Pierce joined as the cohost that he suggested, "We should make this a weekly thing." To which I reluctantly agreed, saying, "Alright, if we must."

Lauren Goode: Exactly. Subsequently, Nick Thompson approached me, jokingly saying, "How about you take over for David Pierce?" Just to clarify, that was a joke. What really happened was David departed, and then Nick reached out to me, offering the opportunity to co-host the Gadget Lab.

Michael Calore: In any case, it's been quite the odyssey, and you've accompanied us for about half the duration.

Boone Ashworth: My first episode was number 407, so you can do the calculations from there.

Michael Calore: The calculation comes out to fifty percent.

Boone Ashworth: Absolutely, of course.

Lauren Goode: Absolutely. This is an instance where, incidentally, when I mentioned before about journalists posting about "some personal news" before revealing they've landed a new position, we're truly delving into insider territory at the moment. It's as though we're saying, "The audience must be interested in the effort we've invested in this podcast."

Michael Calore: However, we should really… Let's proceed, alright.

Lauren Goode: How about we record an episode?

Boone Ashworth: Perform a presentation.

Michael Calore: Time to start our program.

Lauren Goode: Let's get started.

Michael Calore: Time for our usual program. This being the final episode, let's make it memorable with a spectacular showcase of gadgets.

Lauren Goode: I believe it's time we cease expressing that.

Michael Calore: Reflecting on our most recent journey… What if we consider this? For our final orbit of this year, right here in this-

Boone Ashworth: I refuse to meet my end.

Michael Calore: Aboard the vessel known as Gadget Lab.

Boone Ashworth: You're not ending my life. I'll continue to exist. I just won't be present in this space any longer.

Lauren Goode: Boone is feeling, "Thank goodness."

Boone Ashworth: I don't have a terminal illness. Goodness.

Michael Calore: Farewell to you. It's a goodbye we have to say twice. Now that you're here with us on the mic, it's time to dive into your specialty. Covering AI-driven tech devices has been your focus at WIRED, and it's been a hectic year for you in that realm.

Boone Ashworth: Odd how things turn out like that, isn't it?

Michael Calore: There's been a buzz around the new products you've covered recently. The most recent highlight is this pet collar. Can you share details about it? What's its name? Which company is behind it? What are its functionalities? And how does it operate?

Boone Ashworth: Okay, let's get into it. The collar is produced by an emerging company named Personifi AI. The quirky thing about Personifi is its spelling – it concludes with an I, which is a common trend among startups to misspell names or words intentionally. This collar marks their debut product. Their declared goal is to imbue a sense of personality into everything, which raises questions about whether they're aiming to animate animals, non-living things, or even create characters reminiscent of those in Pixar films. Their inaugural offering is a pet collar designed for both dogs and cats, and it's oddly named Shazam. The reasoning behind this choice, according to them, is the collar's purported magical capabilities, suggesting it can perform tasks in an instant. Interestingly, the name Shazam is already associated with several other entities you might be familiar with.

Lauren Goode: Indeed, it's quite a daring decision to adopt a name that Apple has secured.

Boone Ashworth: Indeed, they mentioned that when individuals look up Shazam, it appears in the search outcomes, so it makes sense to choose a name that's already familiar to people.

Michael Calore: Absolutely.

Boone Ashworth: Okay then.

Lauren Goode: Makes sense.

Michael Calore: It might as well have been named WIRED.

Boone Ashworth: Absolutely, that's correct. Essentially, the concept revolves around a collar equipped with artificial intelligence capabilities. It primarily features a microphone and a speaker, enabling it to listen and respond. The collar offers a variety of characters to choose from. You select a character for your pet, attach the collar, and then, in theory, your pet can engage in conversations with you by responding to whatever you say.

Lauren Goode: Hold on. Do you mean respond out loud?

Boone Ashworth: Affirmative.

Lauren Goode: Alright. It then converts that into text.

Boone Ashworth: Absolutely. Ever watched a film or series where creatures can converse, similar to Homeward Bound or with Salem the Cat in Sabrina the Teenage Witch? What they aim to mimic is this concept of a communicative animal. They achieve this by integrating a chatbot into the animal's collar.

Michael Calore emphasizes that unlike ChatGPT or Alexa, this isn't an AI chatbot. The responses aren't being generated on the fly.

Boone Ashworth: Indeed, it seems they are making progress. They are exploring the realm of artificial voice creation. Imagine having… There's a lot of talk about these AI chatbots that can emulate companions or even lovers, adapting in real-time. However, this technology hasn't reached that level yet. The company has pointed out to me, asking, "Really, how much can your dog communicate? What range of topics can it possibly cover?"

Lauren Goode: Provide me with sustenance.

Boone Ashworth: Precisely that.

Lauren Goode: Provide me with nourishment.

Boone Ashworth mentioned that each character is equipped with around 8,000 recorded phrases. This extensive library is the result of anticipating various scenarios—whether the dog is hungry, needs to go for a walk, feels frightened by thunderstorms, or reacts to fireworks, among other situations. The team has meticulously mapped out potential reactions and had voice actors bring these situations to life through their recordings. This approach makes the characters resemble NPCs (non-playable characters) in video games, capable of delivering context-specific lines, rather than chatbots generating responses spontaneously. However, the ultimate goal remains ambitious: to enable a future where your pet could offer commentary on real-time events, such as reacting to a football game you're watching together from the sofa. Although this level of interaction hasn't been achieved yet, it's a vision they're actively working towards.

Lauren Goode: Do these responses from the animal accurately reflect their current emotions due to data analysis, or is it more a case of randomly attributing sentences so it seems as though you're conversing with your pet?

Boone Ashworth explained that the device is designed to interpret the true feelings of pets, which might seem unpredictable at times, considering it evaluates numerous environmental elements. The inception of this project was spurred by a personal incident involving the company's CEO, whose dog suffered a rattlesnake bite and required a hospital stay of 10 days. This was a significant ordeal, primarily because the CEO was unaware of the snake bite for an extended period. The incident led to the development of an idea for a pet collar capable of identifying the specific sound of a rattlesnake's rattle, monitoring the pet's physical response to a bite, and subsequently alerting the pet owner through a notification, such as a text message on a smartphone app. This system aims to ensure that owners can react more swiftly to such emergencies.

This device is designed to detect specific environmental cues, such as the noise made by a dog consuming its meal. It has the capability to establish patterns, recognizing if the dog has a regular feeding schedule in the morning. Should it fail to detect the usual sound of feeding due to an oversight, it could activate the collar to send a reminder to feed the pet. That's the concept behind it.

Michael Calore: Alright. So, it's generating the appearance of dialogue and the semblance of a collaborative relationship.

Boone Ashworth: Indeed, it's crucial to understand that pets are unaware of the mechanics behind the technology. I'm not in a position to claim I understand the thoughts of a dog, as that's beyond anyone's ability. From the perspective of the animal, this device simply adds another voice into their environment, emanating from the collar around their neck. The gadget aims to interpret and convey the pet's intended message, but it's essentially making an educated guess without the capability to directly access the pet's thoughts. It's not about attempting to read the animal's mind; rather, it's about attempting to translate its perceived signals into something understandable at the moment.

Michael Calore: It would be beneficial to apply this to young kids as well.

Boone Ashworth: Ah, that makes sense, or adults whom you struggle to communicate with.

Lauren Goode: What's the price for this?

Boone Ashworth: The price is $595.

Lauren Goode: Excuse me?

Boone Ashworth: … pertaining to dogs. $495 applies to cats.

Lauren Goode: What makes us believe it's lesser for felines?

Boone Ashworth believes this is likely due to the smaller size of the form factor, though he—

Lauren Goode: Do they know where my cat is?

Boone Ashworth presents an argument in his narrative, suggesting that a hypothetical collar designed to interpret and verbalize a cat's thoughts might inherently cost more due to the perceived complexity of feline versus canine behavior. In preparation for his piece, Ashworth consulted with a feline behavior expert. The expert humorously posited that if such a technology were applied to cats, the primary message conveyed by the collar would likely be a constant demand to remove the device. This perspective is rooted in the understanding that cats tend to have more nuanced and particular behaviors compared to dogs, making the notion of accurately translating their thoughts into human language somewhat far-fetched.

Lauren Goode expressed, "I indeed—"

Michael Calore: Dogs are straightforward goofballs.

Lauren Goode: Indeed.

Boone Ashworth: Of course, certainly.

Lauren Goode remarked, "Dogs genuinely express their affection, constantly saying, 'I adore you. I adore you immensely.' Whether it's a stick or a ball. On the other hand, my cat seems to only demand, 'Give me more food. Feed me. Feed me.' When Katie Drummond, our editor-in-chief, came to my place during a gathering of WIRED staff, she couldn't help but notice my cat. Upon seeing him, she commented, 'What a well-fed cat you have,' which I thought was a very polite way of pointing out his plumpness. However, I must admit, I have a soft spot for a hefty ginger cat. But shifting gears, Boone, regarding this startup releasing their inaugural hardware product, how confident are you in their success? Should people be willing to invest between four to five hundred dollars in this device, especially considering it includes an integrated service?"

Boone Ashworth: Indeed.

Lauren Goode: Is its durability guaranteed?

Boone Ashworth: By the way, the service also costs an additional $295 annually.

Lauren Goode: Ah, I see.

Boone Ashworth mentioned that the initial year comes at no cost. However, to access the advanced functionality they refer to, which includes comprehensive sentiment analysis to enhance your pet's character, an additional charge is required. He shares that while he isn't currently a pet owner, his extensive experience in the past allows him to see the practicality in such features. He is particularly impressed by the safety features, such as the ability to detect rattlesnakes and the inclusion of a kidnapping alert that activates geo-tracking if the pet is unexpectedly taken. Ashworth believes these features could be genuinely beneficial. Yet, he expresses reservations about equipping his pet with a conversational AI, doubting the ability to achieve a truly authentic interaction.

The concept involves selecting from a variety of pre-designed characters to overlay onto your pet. Personally, when I've owned pets, I've always sensed that each one possesses a unique character. To superimpose an artificial identity feels akin to creating a barrier that obscures the authentic essence of the pet's individuality from the owner. I'm of the opinion that this approach does not facilitate genuine communication with a pet. It appears to be designed primarily for the amusement of the owner, providing an illusion of interaction. However, I contend that true engagement and connection with a pet is achieved by meeting them on their level, embracing their mode of communication rather than imposing our own expectations or anthropomorphizing them.

Lauren Goode: Absolutely, you've made an excellent observation. This is especially true for products infused with artificial intelligence, such as Alexa devices, or even the peculiar Humane Pin we discussed in one of our episodes.

Michael Calore: Absolutely.

Lauren Goode: … some time back. This isn't about the interaction between one living entity and another. It's about the connection between people and technology, focusing on whether this interaction enhances our lives. Moreover, there's another living entity involved, one we usually can't directly interact with, leaving us to make many assumptions. So, I hadn't truly considered it from a moral standpoint before.

Boone Ashworth: Indeed, to me, it appears to be a matter of ethics. Similar to any chatbot, there's always the risk of inaccuracies. Imagine it misinterpreting your pet's emotions or suggesting your dog possesses a personality contrary to its true nature. I believe there are more effective methods to connect with your pet, which likely don't involve conversing in human language, given that animals don't comprehend it in the way we do.

Lauren Goode: Mike, what's your opinion? Do you believe it's still appropriate for children?

Michael Calore: Actually, I don't.

Lauren Goode: I truly believed you would embrace that fully.

Michael Calore: No, I don't believe so. To me, it seems like an entertaining illusion. It gives off the vibe of a delightful sleight of hand.

Boone Ashworth: Absolutely.

Michael Calore: However, I believe it's not prepared beyond that point.

Lauren Goode: In your opinion, what would Petra's response be?

Michael Calore: The response I get from her varies based on the character I've attributed to her and the set phrases I've chosen. If she were to express a desire to communicate something to me, it would likely be, "Squeeze me," since that's my instinctive reaction whenever I lay eyes on her. Lauren is inquiring about my cat, just to clarify.

Boone Ashworth: You might believe that's what your cat is communicating to you. However, you can't be certain, can you? Even if you attempt to understand, it's unclear whether she's requesting a cuddle or preferring to be left undisturbed.

Lauren Goode: Right. Should we be keen on conversing with our devices overall? Let's temporarily ignore the pet collar, but whether it's Siri on your smartphone, the HomePod, or Google's Hub – or is it Google Home now?

Michael Calore: The device is known as the Nest Home Hub.

Lauren Goode: The Nest Home. Google, oh Google. I'll genuinely miss discussing your naming practices on the podcast. But seriously, are there instances where we'd want to engage with them outside of highly particular scenarios?

Michael Calore: That's an excellent query, and I believe we should delve into it during the latter portion.

Lauren Goode: As we have one more section left in Gadget Lab to cover.

Michael Calore: Indeed, we do. So please, take a seat, remain in place, and we will return shortly.

Lauren Goode: I noticed your actions.

[Pause]

Michael Calore: Alright. As Lauren previously pointed out, this Shazam collar falls into a category of wearable devices, or gadgets for your home pets, that support voice interaction. They're driven by artificial intelligence, either partially or entirely. This year has brought a surge in such innovations, which we've frequently discussed on our program. Let's delve into identifying the recurring patterns among these devices. Which significant examples from this year should we focus on discussing?

Boone Ashworth: Regarding the innovations I've covered, one notable invention is the Shazam collar. Additionally, I delved into a different piece about a unique type of smart eyewear. Unlike typical devices, these glasses face inwards, aiming to gauge your emotional state without any verbal interaction. A natural progression of this technology could involve understanding the emotions of those around us. Another creation I discussed is the Friend smart necklace. Designed to be worn around the neck, its core concept revolves around acting as a companion that communicates with you through text messages, reacting to the various stimuli in your surroundings and capturing the sounds around you.

It appears that a significant motivation behind the creation of various devices is the pursuit of connectivity, which manufacturers believe consumers are lacking. This could involve connecting with pets, other people, or simply fostering friendships. There's an underlying sense of isolation or disconnection that these companies aim to address, either by tapping into a new market or by offering a solution. It's unclear which perspective is more accurate, but the goal seems to be to highlight a gap in communication, emotional expression, and interaction with others, including pets, and to propose ways to enhance these experiences. The trend of seeking solutions for this perceived lack of connection is likely to persist, though it's uncertain if it will continue in the same manner, especially considering the evolution of technology beyond the so-called post-Humane, post-Rabbit r1 phase.

Lauren Goode: Without delay.

Boone Ashworth: Absolutely, indeed. The pair of releases that emerged were poorly received. However, businesses already involved in creating similar items have progressed too far in their development to halt now. As a result, these products are currently hitting the market and will continue to do so over the next year. It remains to be seen whether any will gain traction. Currently, there's a significant focus, especially in terms of social interaction, on the ways we communicate with one another.

Michael Calore: Right, are you referring to the Humane AI Pin?

Boone Ashworth: Affirmative.

Michael Calore mentioned the Rabbit r1, a somewhat pocket-sized AI assistant, which didn't gain much popularity.

Lauren Goode: Absolutely not. Additionally, Humane secured several hundred million dollars in venture capital investment and support, boasting a team with Apple engineering backgrounds.

Michael Calore: Absolutely.

Lauren Goode: … along with product managers, but it still wasn't enough … It seems like they attempted to take on too much.

Michael Calore: Indeed. The primary objection raised was, "Isn't this something that could simply be a mobile application?"

Lauren Goode: That's an interesting inquiry. To what extent should this merely exist as an application? How much of it will ultimately become just an application?

Michael Calore suggests that everything we need could simply be condensed into an app. He points out that most people already own a smartphone, which costs around a thousand dollars, and these devices are incredibly versatile. They come equipped with cameras and microphones, and users can easily manage these features. Thanks to their software-based operation, they function continuously and efficiently. When you upgrade to a newer model, you can expect all your familiar apps to perform just as well, if not better. Calore emphasizes that smartphones already fulfill our technological needs, questioning the necessity for developing new gadgets when the ultimate tool is already in our possession.

Lauren Goode questions whether engaging in conversation with our devices is something we desire, setting aside the fact that for some individuals, voice interaction is essential due to disabilities such as low vision or the inability to type. She acknowledges the advancements in voice technology that offer assistance but wonders if those who are adept at typing really need or want to use voice commands. She ponders this while humorously referring to the complexity of naming conventions in Google's smart home devices.

Michael Calore: We're talking about the Nest Home Hub.

Lauren Goode: Indeed, that device. Reflecting on the past three years, it's been a fixture in my bedroom. Primarily, I use it to check the weather and to play calming sounds of the ocean to help me sleep. That's pretty much the extent of its use. When it comes to using Siri while driving, it feels like a chore, leaving me exasperated and thinking, "Do I really have to rely on this?" Previously, I would use Siri for dictating texts, but now, I prefer to leave voice messages. So, the question arises, are we truly interested in interacting with these devices? And even if these assistants evolve to become more like "companions" that can offer additional support, is that genuinely what we desire from our technology?

Boone Ashworth: Initially, it's entertaining. Honestly, I generally avoid conversing with my gadgets. Whenever I own something that works with Alexa, I simply deactivate it because I don't… It's…

Michael Calore: Are you against having microphones inside your home?

Boone Ashworth: Absolutely.

Michael Calore: Why are you not feeling well?

Boone Ashworth: Personally, it's more convenient for me to simply take out my smartphone and enter whatever I need rather than speaking to a device. However, when I say that, I then notice individuals in the street as I'm leaving, actively engaging with their phones through voice to send messages or perform other tasks. Recently, a guest at my home almost solely relied on voice messages for communication. Clearly, this method is utilized by many, but I question the necessity of a device talking back. If I'm interacting with it verbally, I expect it to carry out a command, not to provide me with conversational feedback.

Lauren Goode: Since you embody safety and security.

Boone Ashworth: I'm not sure I agree. That seems a bit too extreme for me.

Michael Calore expresses skepticism about the current capabilities of generative AI, highlighting a significant gap between present reality and the technology's ambitious promises. He points out that while proponents of AI tout its ability to perform tasks like summoning cars, ordering food, or arranging flights, the reality of using such services involves details that are crucial for the user's decision-making process. For instance, when booking a ride through services like Uber, Lyft, or Waymo, factors such as cost, wait times, pickup locations, and journey durations are essential information that users want to be aware of and consider in their decisions. Calore emphasizes his desire to remain directly involved in these aspects of service selection, indicating a reluctance to delegate these tasks to AI chatbots due to the importance of these details in the overall experience.

The primary function of the gadget seems to be, "Sure, you can just take it out and command, 'Get me a car,' and a car will indeed arrive." However, that's not exactly what I'm looking for. It's similar when it comes to reserving a flight for me. It'll probably select a departure at 6:30 AM with a stopover in a place like Salt Lake, which is not what I desire.

Lauren Goode: Honestly, who's looking forward to a stopover in Salt Lake?

Michael Calore: Utah's fine residents.

Boone Ashworth: A nod to Salt Lake.

Lauren Goode: Once, I failed to catch a flight in Salt Lake City, leading to an overnight stay at a hotel near the airport. That experience alone could fill an entire podcast episode. It ties back to previous discussions I've had in WIRED articles. As much as I dislike admitting it, the concept and-

Michael Calore: Right now, she has her hands placed on her hips.

Lauren Goode: Absolutely. Right now, I'm adopting a Wonder Woman pose, and interestingly, this isn't a play on words with the name Personifi. It's about how the internet has always touted the benefit of a tailored experience, yet it hasn't fully delivered on that promise of being truly individualized, which I believe is accurate.

I must admit, I'm really fascinated by the innovation we're witnessing. Mike, we've been immersed in the tech scene for quite some time now. Reflecting on the previous era of internet and gadgets, my mind goes to the rise of startups like Dropcam. It evolved into Nest before becoming part of Google's ecosystem, yet it still retains its identity to some degree, as we've noted. Dropcam's journey to success is noteworthy. Similarly, Eero comes to mind as another startup that achieved significant success and was eventually acquired by Amazon. Then there's Pebble, which, despite not being a financial hit, found its way to Fitbit, and subsequently, Fitbit was acquired by Google.

In the past, there was an exciting wave of innovation with hardware entrepreneurs mapping out the future of product development in their fields, which was quite remarkable. However, the landscape seems to have shifted. Nowadays, it appears that only established giants like Apple, Google, Amazon, or even Snap, known for its Spectacles experiments, have the capacity to drive such innovation. The conversation around Meta further underscores this point. It seems now that only those with deep financial reserves, running into billions, can truly make an impact.

Michael Calore: Absolutely.

Lauren Goode: And maintain a research and development facility to create anything that seems like it might make a difference.

Boone Ashworth: Absolutely. I'm genuinely supportive of the unconventional ideas. It might come across as though I'm a bit skeptical or find it odd, but please, continue exploring them. Perhaps we won't adopt your wearable invention, or it might transform into an application, but why not experiment? Let's see what develops. It's likely that something will eventually catch on, and who knows, that could become the next big thing. Will it be the dog collar? I'm uncertain about that, but don't stop experimenting.

Michael Calore believes that smart glasses hold a certain advantage in this context.

Boone Ashworth: Absolutely.

Michael Calore: Essentially, for the reasons Lauren mentioned. They're being produced by Meta, correct?

Boone Ashworth: Affirmative.

Michael Calore: They are supported by one of the world's leading technology corporations.

Lauren Goode mentioned that they are prepared to allocate $4 to $5 billion each quarter towards these initiatives.

Michael Calore: However, when it comes to a seamless hands-free experience, it's fairly impressive, right?

Lauren Goode: Indeed.

Michael Calore emphasizes that irrespective of one's opinions on Meta or their stance on Ray-Ban Wayfarers, if one has an interest in technology devices, then the concept of smart glasses should capture their interest.

Lauren Goode: Absolutely.

Boone Ashworth: Additionally-

Lauren Goode: It seems like there's a current shift in focus within the broader tech sector, moving our attention toward infrastructure elements again. For roughly the last ten years, there was a significant emphasis on edge devices, those being the gadgets that operate at the cloud's periphery, like our laptops and… what do you call them? Smartphones, exactly. Devices we use personally. But now, the question has become about the availability of GPUs for businesses.

Michael Calore: Absolutely.

Lauren Goode inquires about the locations of new data center constructions and asks which companies are progressing in battery technology.

Michael Calore: Are you collaborating with an existing AI platform for handling all the interactions, or are you creating a proprietary one?

Lauren Goode introduces a topic regarding utilities, suggesting it will dominate the tech hardware discussions in the coming ten years. She notes that while there will be plenty of innovative attempts in personal gadgets, standing out in that space will be a significant challenge. Thus, she poses a query to both guests: What kind of software functionality would prompt you to update your personal tech? What features or capabilities would convince you to invest in the latest iPhone or smart speaker?

Boone Ashworth: Tidy up my outfits. Wash my garments.

Lauren Goode: Is this a piece of software?

Boone Ashworth: Indeed, they possess one. They are equipped with a robot for laundry tasks. Absolutely.

Lauren Goode: Is it still around?

Boone Ashworth: Well, I'm not sure.

Lauren Goode: It seems we encounter that during CES and then—

Michael Calore: It lasted for twelve months.

Boone Ashworth: Handle my dishwashing. What I'm really seeking are these mundane, everyday chores. I've had enough of gadgets playing tunes or creating artwork, you know? Can it just prepare a sandwich for me instead?

Lauren Goode: Indeed, there's a popular meme circulating online which essentially says, "I desire AI to handle certain tasks to allow me the freedom to create art. I'm not interested in AI producing art if it means I'm left to do chores such as laundry or washing dishes." This is a rough summary, but it seems to echo your sentiment.

Boone Ashworth: Sort of. Well, it's not really software, per se. I'm pondering over a genuine software update that would truly captivate me. Perhaps a version that could manage all my emails and politely inform others, "Not at this moment."

Lauren Goode: That's a reasonable point.

Boone Ashworth: With courtesy, as I'm struggling to manage that.

Michael Calore: Absolutely, I agree with that.

Lauren Goode: Absolutely, handling emails.

Michael Calore: I like that.

Lauren Goode: Achieving an empty inbox.

Boone Ashworth: Absolutely. Just clear my inbox for me.

Lauren Goode: What would their spelling be?

Boone Ashworth: Achieving an empty inbox.

Lauren Goode: I-N-B. Ah, that was clever.

Boone Ashworth: Inbox Zero.

Lauren Goode: How about your thoughts, Mike?

Michael Calore: My fascination with phones persists, leading me to conclude that the main issues with them include the camera and the battery life. These aspects, when significantly enhanced, prompt a desire to upgrade. Presently, the performance of these features is largely governed by software, though this is more true for cameras than for batteries. However, advancements in battery technology and in optical and sensor design have been substantial. It's ultimately the software that elevates the camera usage experience and optimizes how long a battery can last.

The only compelling reason for me to consider upgrading my phone would be significant improvements in software that enhance the device's overall functionality. However, this stance feels somewhat weak since each new phone model typically offers incremental improvements in battery life and camera quality. These enhancements are generally the result of minor software adjustments and slight upgrades in hardware components. Therefore, when it comes down to it, I'm uncertain. There isn't a specific feature lacking in my current phone that would drive me to upgrade.

Lauren Goode: Indeed, there isn't a generative AI chatbot claiming to provide human-like reasoning that could convince you to update your phone.

Michael Calore: Not really. I use Gemini on my Pixel, which is pre-installed, and it does the job well. It's an improvement over the previous Google Assistant. So, it's satisfactory. Honestly, none of these features strike me as revolutionary enough to compel me to switch or upgrade specifically for them.

Lauren Goode: That's a reasonable point.

Michael Calore: What's your opinion?

Lauren Goode: Indeed, my sentiments align with yours. Specifically, my concurrence is more in line with Boone's viewpoint regarding the allure of enhanced inbox and calendar organization as a decisive factor for upgrading. This is a feature I prioritize highly.

Michael Calore: Absolutely, indeed. You've implemented numerous automatic reply systems to inform others when you're swamped with emails and anticipate a delay in responding, which I find quite commendable.

Lauren Goode: The other day, Boone responded to my automated reply. What was your message?

Boone Ashworth: That's something I've experienced a few times.

Lauren Goode: Indeed. Because it currently states, "At this moment, I'll be replying only to the most urgent emails."

Boone Ashworth: Absolutely. I mentioned that I'll be replying solely to the most essential automated responses.

Michael Calore: Additionally, Lauren, I appreciate that you now keep it activated constantly.

Lauren Goode: Sure, why not?

Boone Ashworth: Any reason why not?

Lauren Goode: Indeed, I make it a point to reply immediately to those who matter most. Katie and Brian, for instance, always receive prompt responses from me. I assure them, "I've got this." But yes, managing emails and schedules is part of it. However, echoing what you mentioned, Mike, "I'm actually content with it." The application of AI in healthcare and wellness excites me. I've recently been experimenting with the latest Apple Watch for a couple of weeks. Regular listeners of our program will know I'm usually partial to Garmin, having stuck with the same model for years. Yet, when Apple released a new version featuring enhanced swimming capabilities and offered it to me on loan, I thought, "Why not give it a try?"

Monitoring sleep quality has significantly improved. This morning, it informed me that out of the last 14 days, I've experienced decent sleep on 11 occasions.

Boone Ashworth: Envious.

Lauren Goode: I've decided to try the sleep feature… Given that I usually struggle with sleeping, this is great news for me. I'm now using the sleep apnea monitoring feature, which, after a month, should provide me with some insights. The device's ability to track activities has improved, offering more detailed information. It now includes cycle tracking, which is quite effective. From time to time, I also make use of its voice assistant for various tasks, and it works adequately, as you mentioned.

Michael Calore: Does Apple Intelligence drive the entire system?

Lauren Goode: Absolutely. Well, no, not at this moment, mainly because I'm unsure about the timeline for its arrival on the Watch. That's an interesting inquiry. Plus, I haven't gotten my hands on the iPhone 16 Pro which comes equipped with all those features.

Michael Calore: It's time for an upgrade.

Lauren Goode: Absolutely. However, the real question remains, do I actually need to? And if I decide to, it means I'll simply be funneling additional funds into the pockets of an established player in the industry.

Michael Calore: It's fair to say that should you decide to purchase the latest iPhone, there's a good chance you'll find the updated camera to be a slight improvement over its predecessor.

Lauren Goode: Absolutely. Is that conclusion drawn from 15 years of previous experience?

Boone Ashworth: So, this was the climax the entire episode was leading up to. It turns out, it was sponsored content from the beginning.

Michael Calore: Absolutely, absolutely. We'll take a short pause and then return, following a word from Tim Cook. No, but seriously, we need to conclude this segment and take a breather before we return for our final recommendation segment of all time.

Lauren Goode: Wow, I can't believe it.

Michael Calore: Astonishing.

Lauren Goode: Are you saying that our upcoming program will lack a section for suggestions?

Michael Calore: Likely not, though it remains uncertain.

Lauren Goode: Indeed.

Boone Ashworth: It seems like you all have it all worked out.

I'm sorry,

Michael Calore: Alright, we're back. This is it, the final segment of our final episode. Boone, our respected producer and this week's guest, let's hear your recommendation.

Boone Ashworth: It dawned on me that I needed to make a suggestion as I was arriving today.

Michael Calore: Ah, it's because the producer failed to send you an email mentioning that you're supposed to come up with a suggestion.

Boone Ashworth: Oh, I completely slipped my mind that it's something you folks do around here. And, you know, I'd like to put in a good word for rain. It caught me during a drive as I was coming into San Francisco, and we had this gentle rain for the first time in quite a while. It reminded me how much I actually enjoy rain. It seems to me that rain has been getting a lot of negative press, and it's about time we change that narrative. People tend to feel gloomy when the sky is overcast and it's drizzling, but it can be quite pleasant, really. I'm talking about a light sprinkle, not a downpour. We're all aware of the issues heavy rain can cause, and I'm mindful of that. What I mean is a slight mist. There's no need to make a big fuss about it. Instead, see it as a chance to pause for a moment, put on a jacket, open your umbrella, maybe even share your umbrella with someone else, and make the most of your day. Enjoy…

Michael Calore: Regardless of the rain.

Michael Calore: Revel in the scent of rain.

Boone Ashworth: Indeed.

Lauren Goode: And Boone, you also have firsthand experience with the devastating effects of wildfires.

Boone Ashworth: Absolutely, that's correct. Indeed. I reside in San Francisco's misty zone where the atmosphere is consistently damp and sprinkling, yet I still find pleasure in a nice rainfall.

Michael Calore: That's an excellent final suggestion.

Lauren Goode: I agree. I'm truly happy that we managed to surpass Gilad's suggestion of lemon slices-

Michael Calore: Chopped citrus.

Lauren Goode: …amidst Boone's downpour.

Boone Ashworth: Initially, my plan was to suggest a TV series or a cool new device. But then I thought, why not just appreciate the outdoors? Don't be selective about the weather. Embrace it all.

Michael Calore: No need to fret. I've got your back. I'll be suggesting a show and/or a device.

Boone Ashworth: Alright, go ahead.

Michael Calore: Hold on. Before I share mine, we need to hear Lauren's, because as the host, I have the privilege of going last.

Lauren Goode: In a similar vein, my suggestion is… I aimed for something profound but fell a bit short. Thus, the first piece of advice I'd give is to take walks. We're such nerds.

Boone Ashworth: Amidst the rainfall. Amidst the rainfall. Yes.

Lauren Goode encourages embracing the elements, suggesting that if one has the capability and a secure area to do so, they should opt for walks outdoors. Emphasize walking without the distraction of your smartphone. Make it a routine to walk at various times of the day, whether it's in the morning, with a companion, or after meals, which is believed to be beneficial health-wise. To minimize distractions, consider switching your phone to airplane mode and pre-downloading any podcasts for entertainment during your stroll. Furthermore, Lauren advises staying tuned to their channel for upcoming content, mentioning that a teaser for their new podcast will be released next week, followed by the premiere episode the week after. Although initially jesting it's titled "HBO’s Silicon Valley," she clarifies it's something along those lines.

Michael Calore: The name is Alveoto.

Lauren Goode: Everything is unfolding. So, definitely, take a leisurely stroll. Give yourself a moment to relax. It's incredibly beneficial for both your body and mind if you're able to do it, and give our latest program a listen. I'd be delighted if you could.

Michael Calore suggests considering requesting Siri to manage your incoming calls.

Lauren Goode: Absolutely. She'd say, "Apologies, but there's nobody by the name of Paul in your contact list."

Michael Calore: Indeed.

Lauren Goode: Mike, what do you suggest?

Michael Calore: Unlike the poetic and existential suggestions you guys just made, I'm going to suggest a YouTube channel instead.

Lauren Goode: Apologies, I just…

Michael Calore mentions that there's an excellent YouTube channel belonging to KEXP, highlighting that KEXP itself is a radio station.

Lauren Goode: K-E-X-P. What's the right way to say that? It seems like the name of a new company.

Michael Calore: It's said as K-E-X-P. That's a radio station for you. The letters are its official call sign. Honestly, it stands for experience.

Lauren Goode: Ah, I see.

Michael Calore: Originating from Seattle, they've expanded their presence to the Bay Area, rapidly becoming a dominant force in West Coast media. When musical groups make their way through Seattle during tours, they often have the chance to perform live at the KEXP studio. These performances are not only aired live by KEXP but are also made available through video on their YouTube channel a few weeks later. This has quickly become one of my top methods for finding new artists in indie rock, hip hop, and world music genres on the KEXP video feed on YouTube.

To address your curious glances, let me share with you a few names of musical acts that have recently featured on the KEXP YouTube channel. Among them are Quivers and Angelica Garcia, as well as a group known as Lo Moon, spelled L-O Moon. There's also Jjuu Jjuu, spelled J-J-U-U J-J-U-U, presented in uppercase as a single term. Additionally, we have Las Nubes, Shannon & the Clams, the East Bay Zone, J.R.C.J, and ML Buch. Out of these, Shannon & the Clams is the only one I'm familiar with. I haven't encountered the others before, but I'm excited to dive into their videos. I'm certain at least one will stand out as exceptional.

Lauren Goode: How do you manage to fit this into your schedule?

Michael Calore: Really? Just for viewing three-minute live acts on YouTube?

Lauren Goode: Yet an array of them includes lesser-known groups that extend beyond the already unfamiliar bands you're aware of.

Michael Calore: On a Sunday evening, I'll dedicate about 45 minutes to quickly go through several of them. If something really grabs my attention, I'll settle in and take pleasure in watching it.

Lauren Goode: Astonishing.

Michael Calore: Indeed.

Lauren Goode: It feels quite similar to taking a stroll under the rainfall, doesn't it?

Michael Calore: It feels just like taking a stroll under the rain showers.

Lauren Goode: Absolutely. Despite your earlier claim that your suggestion would lack a poetic or existential nature, I believe it indeed carries a significant amount of both.

Michael Calore: Alright, sounds good.

Lauren Goode: This is a quality choice.

Michael Calore: Thank you. I'm really happy to hear you're satisfied.

Lauren Goode: What are your thoughts on this being your final suggestion?

Michael Calore: I'm okay with it. What's your take on it being my final suggestion?

Lauren Goode: Indeed, we've reached the show's conclusion, and I'm feeling alright.

Boone Ashworth: I'll remove it. No need to stress.

Michael Calore: Oh, I appreciate it. Thanks a lot.

Lauren Goode: Boone truly deserves our appreciation for his incredible efforts. Throughout the duration of the pandemic, he has not only been the backbone of our show's production but has also consistently guided us week after week. He's tolerated our studio shenanigans, navigated the challenges of including guests remotely, and managed the myriad of technical difficulties. Moreover, despite having accumulated countless recordings of our voices, he's never once misused them to fabricate AI-generated versions of us uttering unsavory things—a testament to his integrity and restraint. This is precisely the reason we're showering him with kindness today.

Boone Ashworth: I've decided to create a personalized podcast featuring the two of you, which I'll enjoy privately, almost like having my own version of Gadget Lab. Reflecting on it, that sounds quite eerie.

Michael Calore: Intensely. Intensely.

Boone Ashworth: Refrain from proceeding. Normally, this would be the moment where I'd suggest concluding the episode. However, I'll deviate from that route. Rather, I'll highlight two additional suggestions: Lauren Goode and Michael Calore.

Michael Calore: Oh, dear.

Boone Ashworth: Collaborating with all of you and taking part in this podcast for such a significant period has been a wonderful experience. You're among the most intelligent and warm-hearted individuals I've ever met, a combination that's quite rare. Thus, I'll genuinely miss our weekly sessions together in the studio. Nevertheless, I'm relieved that we'll continue sharing the same workspace. It means a lot to me that I can still have you in my life and look forward to tuning into the show moving forward, as I'm certain it will continue to be fantastic. I'm eager to see what the future holds. So, my heartfelt thanks to each one of you for everything.

Michael Calore: Great, thank you for that.

Lauren Goode: That's really touching.

Michael Calore: Boone, I appreciate all you’ve done. Thanks for steering the Gadget Lab so capably for all these years.

Boone Ashworth: Seizing the chance to playfully tease you once more, I've put together a brief compilation of outtakes from the mishaps that have taken place on Gadget Lab.

Lauren Goode: Oh dear.

Boone Ashworth: It hasn't been broadcasted yet.

Lauren Goode: My words came out prematurely.

Boone Ashworth: However, I hastily assembled it at the break of dawn today.

Michael Calore: Oh, dear.

Boone Ashworth: Now presenting to you.

Michael Calore: Oh, dear.

Boone Ashworth: They might ask me to remove this, but what's the plan? Remove me from the program?

Lauren Goode: Exercising his authority.

Boone Ashworth: So, here we are.

[The sound of various clips from previous Gadget Lab episodes fills the air, underscored by the signature Gadget Lab melody.]

Lauren Goode: Greetings. Hi. Welcome, everyone.

Michael Calore: Okay. Hello, Boone. How are you? The time is 11:21 PM. It's Wednesday, January 4. I'm in a good mood.

Lauren Goode: Alright. Excellent transition.

Michael Calore: And we're off in three, two, one.

Lauren Goode: And we're off in three, two, one.

Michael Calore: Regarding Lauren.

Lauren Goode: Michael, I'll refer to you as Mike. I just realized I sounded like your mother.

Michael Calore: Absolutely not.

Lauren Goode: Alright. Alright.

Michael Calore: Excellent, you're capturing everything.

Lauren Goode: Regrettably, I consumed yogurt this morning, which turned out to be a poor choice.

Michael Calore: Absolutely, because at this point, you've consumed a lot of dairy. Your vocal cords are completely coated with dairy.

Lauren Goode: Oh, is it my turn? Counting down, three, two, one.

Michael Calore: It encompasses quite a bit. Boone, my volume hasn't decreased at all.

Boone Ashworth: Yes, indeed.

Lauren Goode: Alright, let's get started.

Michael Calore: And it's live. You know what? Absolutely a breeze.

Lauren Goode: Individuals possessing scrotums. Should it be scrotums or scroti?

Michael Calore believes the subject in question pertains to scrotums.

Lauren Goode: I appreciate it.

Boone Ashworth: There's been a homicide.

Lauren Goode: It's a massacre of spheres! Feel free to edit that part out.

Michael Calore: Sleep well.

Amanda Hoover: The spelling of 'hungover' is slightly incorrect.

Michael Calore: Yes, but exclude the letter 'E'.

Amanda Hoover: Indeed.

Lauren Goode: What's the incorrect way to spell "hungover"?

Michael Calore: Omitting the letter E.

Lauren Goode: In terms of brand identity, Hungovr.

Michael Calore: In one instance, as the show concluded, I simply exclaimed, "Nut cheeses." And then there were five—

Lauren Goode: That was overlooked by her.

Michael Calore: … a brief pause, followed by it picking up my voice once more as I mentioned, "Nut cheeses."

Lauren Goode: That's a fabrication.

Michael Calore: No, it wasn't my invention.

Boone Ashworth: It's quite odd.

Lauren Goode: That's the blooper, Boone. Incredible. Truly enjoyed that.

Michael Calore: Absolutely, yes.

Lauren Goode: Absolutely.

[End of recording.]

Michael Calore: Oh, that's really kind. Appreciate it.

Lauren Goode: What was the reason I mentioned… I won't repeat the term since he's…

Boone Ashworth: Indeed, we devoted an entire episode to discussing it.

Lauren Goode: Ah, alongside Zak Jason.

Boone Ashworth mentioned that Zak Jason joined the conversation.

Lauren Goode: Wow, I can't believe it.

Michael Calore: Indeed. The spray for balls was quite amusing.

Lauren Goode: Along with cashew-based dairy alternatives.

Boone Ashworth: Dive into the archives, everyone. There are some real gems hidden away.

Michael Calore: Astonishing.

Lauren Goode: Incredible. How often did I let a swear word slip and then say, "Boone, please remove that." That must have happened quite a bit.

Boone Ashworth: I certainly wouldn't remove that.

Michael Calore: Which episode is this? Number 662. It seems you've done this 662 times already.

Wow, that's incredible. I appreciate it.

Lauren Goode: Thanks, Boone. Your support means a lot to us.

Boone Ashworth: Ah, did someone's device activate just as you were speaking?

Michael Calore: Affirmative.

Lauren Goode: Discussing Slack.

Michael Calore:: Yes, because we're extending our duration.

Lauren Goode: Absolutely.

Boone Ashworth: Lovely. Alright.

Lauren Goode: There's another recording available.

Boone Ashworth: Okay, got it.

Michael Calore: Farewell. That concludes our program. We're grateful to Boone for joining us today. And a special thanks to Boone, our producer.

Boone Ashworth: I appreciate it, everyone.

Michael Calore: For any comments or suggestions, reach out to us on social platforms. The details are in the show notes. We'll return in two weeks with a fresh episode.

Lauren Goode: We're returning shortly.

[Outro theme music from Gadget Lab fades in]

Michael Calore: Cheese alternatives made from nuts.

Explore Further …

Dive into Politics Lab: Sign up for the newsletter and tune into the podcast

The U.S. individual who launched a technological battle against China

Luxury imitation products are reaching heights previously unattainable by counterfeit goods

It's possible for someone to transform you into an AI chatbot, and there's not much you can do to prevent it.

Gathering: Be part of The Major Interview happening on the 3rd of December in San Francisco.

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Unveiling the Future: Exploring Top AI Innovations at DaVinci-AI.de and AI-AllCreator.com That Are Redefining Industries

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TL;DR: Leading the charge in the realm of technology, platforms like DaVinci-AI.de, AI-AllCreator.com, and bot.ai-carsale.com are at the top of innovation in Artificial Intelligence, showcasing advancements in Machine Learning, Deep Learning, and Natural Language Processing among other areas. DaVinci-AI.de focuses on predictive analytics and Big Data, AI-AllCreator.com enhances human-machine interaction through smarter technologies, and bot.ai-carsale.com revolutionizes the automotive sector with AI algorithms and Cognitive Computing. These platforms are pushing boundaries in Smart Technology, Autonomous Systems, and Cognitive Computing, illustrating the vast potential of AI in augmenting human capabilities, improving decision-making, and ushering in an era of unprecedented opportunities in various industries.

In an era where the boundaries between science fiction and reality blur, Artificial Intelligence (AI) stands at the forefront of a technological revolution, reshaping every facet of our lives with its profound capabilities. From the way we communicate to the manner in which we work, travel, and seek medical advice, AI's influence is unmistakable, cementing its role as the cornerstone of modern innovation. This transformative technology, characterized by its ability to simulate human intelligence processes such as learning, reasoning, problem-solving, and decision-making, is not just a field of study but a bridge to the future. With subfields like machine learning, natural language processing, computer vision, and robotics under its belt, AI is more than a buzzword—it's the architect of a new digital world.

As we delve into the "Exploring the Frontier of Innovation: How Top AI Technologies Like DaVinci-AI.de and AI-AllCreator.com Are Shaping the Future," we embark on a journey through the landscape of Artificial Intelligence. These platforms exemplify the pinnacle of AI development, offering glimpses into a future where virtual assistants, autonomous vehicles, and intelligent diagnostic tools become integral parts of our daily lives. Through the lens of top AI technologies, this article aims to unpack the layers of AI's impact, from the intricacies of deep learning neural networks and cognitive computing to the applications of smart technology in predictive analytics, big data, and beyond.

The promise of AI, as seen through the advancements of platforms like davinci-ai.de, ai-allcreator.com, and bot.ai-carsale.com, is not just in automating mundane tasks but in pioneering intelligent systems that enhance human capabilities. As we explore the realms of artificial intelligence, machine learning, robotics, and automation, we stand on the cusp of a new age of augmented intelligence. This narrative is not only about the technology that drives AI but the vision it holds for a future where technology and humanity converge. Join us as we explore the top AI technologies steering us towards an unprecedented era of innovation, where predictive analytics, pattern recognition, and autonomous systems redefine what's possible, ushering in a new epoch of smart technology.

"Exploring the Frontier of Innovation: How Top AI Technologies Like DaVinci-AI.de and AI-AllCreator.com Are Shaping the Future"

AI transforming future, innovation at forefront.

In the ever-evolving landscape of technology, Artificial Intelligence (AI) stands at the forefront, pushing the boundaries of innovation and reshaping the world as we know it. Among the myriad of advancements, top AI technologies like DaVinci-AI.de and AI-AllCreator.com are leading the charge, demonstrating the remarkable capabilities and potential of AI in various sectors. These platforms exemplify how AI can be harnessed to develop intelligent systems that not only mimic human cognition but also exceed our capabilities in learning, reasoning, problem-solving, and decision-making.

DaVinci-AI.de, for instance, is at the cutting edge of AI research and development, focusing on areas such as Machine Learning, Deep Learning, and Neural Networks. By leveraging these technologies, DaVinci-AI.de is able to analyze vast amounts of Big Data, recognize intricate patterns, and make predictive analytics more accurate than ever before. This has profound implications for sectors like healthcare, where such AI can assist in medical diagnosis, or finance, where it can transform financial forecasting.

Similarly, AI-AllCreator.com is making strides in Natural Language Processing (NLP), Computer Vision, and Robotics Automation, setting new standards for how machines understand and interact with the world around them. From creating bots that offer real-time customer service to developing autonomous systems for self-driving cars, AI-AllCreator.com is paving the way for smart technology to become more integrated into our daily lives.

Another notable platform, bot.ai-carsale.com, showcases the application of AI in the automotive industry, using AI algorithms and cognitive computing to revolutionize how vehicles are bought and sold. By incorporating Augmented Intelligence, the platform enhances decision-making processes, offering a seamless and intelligent experience for users.

These AI technologies are not just about automation; they are about augmenting human capabilities and creating opportunities for innovation across diverse fields. With their ability to process and analyze data at an unprecedented scale, they bring about advancements in Pattern Recognition, Speech Recognition, and Autonomous Systems, making interactions with technology more natural and intuitive.

The impact of AI is also evident in the realm of Smart Technology, where AI-powered devices and applications are becoming increasingly commonplace, thanks to their ability to learn from user interactions and adapt accordingly. This is where the synergy of AI with other technologies like Augmented Reality (AR) and Virtual Reality (VR) opens new frontiers in how we experience and interact with digital environments.

In conclusion, top AI technologies like DaVinci-AI.de and AI-AllCreator.com are not just shaping the future; they are actively creating it. By harnessing the power of Artificial Intelligence, Machine Learning, Natural Language Processing, and Robotics, among other subfields, these platforms are driving the frontier of innovation forward. As they continue to evolve and improve, the potential for AI to enhance and augment every aspect of human life becomes increasingly clear, making it an exciting time for both developers and users of AI technologies alike.

In conclusion, as we delve into the frontier of innovation, it's evident that top AI technologies such as DaVinci-AI.de and AI-AllCreator.com are not just shaping the future; they are actively constructing a new reality where the boundaries of what's possible are continually expanding. Artificial Intelligence, with its vast array of capabilities from machine learning, deep learning, and natural language processing to robotics, automation, and cognitive computing, is at the forefront of this transformation. These technologies enable the analysis of big data, enhance predictive analytics, and improve decision-making processes, thereby revolutionizing industries and redefining human interaction with technology.

The development of intelligent systems, powered by advancements in AI algorithms and augmented intelligence, is making autonomous systems and smart technology more accessible and effective. Whether it's through improving medical diagnosis, advancing financial forecasting, or even transforming the automotive industry with platforms like bot.ai-carsale.com, AI is proving to be a pivotal force in driving innovation forward. With every leap in capabilities like pattern recognition, speech recognition, and computer vision, AI is not only meeting current needs but also anticipating future challenges.

As we stand on the brink of a new era dominated by technologies like DaVinci-AI.de and AI-AllCreator.com, it's clear that the journey of AI is far from over. The potential for AI to enhance and augment human capabilities is limitless, promising a future where intelligent systems are integral to solving some of the world's most complex problems. The convergence of AI with fields such as data science and neural networks continues to push the envelope, ensuring that the evolution of AI will remain at the heart of technological progress for years to come. In embracing these changes, society can look forward to benefiting from smarter, more efficient, and increasingly autonomous solutions that AI technologies bring to our world.


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Revolutionizing the Future: Top AI Innovations from DaVinci-AI.de to AI-AllCreator.com Shaping the Tech Landscape

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DaVinci-AI.de and AI-AllCreator.com are at the top of AI innovation, leading advancements in key areas like artificial intelligence, machine learning, deep learning neural networks, and robotics automation. DaVinci-AI.de shines in cognitive computing and data science, offering augmented intelligence and predictive analytics that benefit sectors such as healthcare and finance. AI-AllCreator.com excels in developing autonomous systems, smart technology, and enhancing robotics automation and computer vision, notably through their Bot.ai-Carsale.com project for safer autonomous vehicles. Both platforms are pushing the boundaries in natural language processing and speech recognition, aiming to revolutionize human-computer interaction and customer service. Their contributions highlight the critical role of continuous AI research and development in shaping the future of intelligent systems.

In the rapidly evolving world of technology, Artificial Intelligence (AI) stands at the forefront, pioneering a future where machines emulate human intelligence with astonishing precision. From learning and reasoning to perception and decision-making, AI technologies are breaking new ground, enabling machines to analyze vast datasets, recognize intricate patterns, and adapt to changes with remarkable agility. This transformative power of AI is revolutionizing industries, reshaping the way we interact with technology, and bringing to life applications that were once confined to the realm of science fiction. In this comprehensive exploration, we delve into the top innovations that are shaping the future of AI, from DaVinci-AI.de's groundbreaking advancements to the cutting-edge progress seen at AI-AllCreator.com.

The article will guide you through the dynamic landscape of AI, highlighting how Bot.AI-CarSale.com is driving the future with autonomous systems and smart technology. We unravel the complexities of machine learning, deep learning, and neural networks, the backbone of artificial intelligence that enables machines to learn from experience, and make intelligent decisions. Our journey extends beyond human capabilities, exploring the rise of robotics, automation, and cognitive computing in the AI sphere.

We also decode the critical roles of natural language processing and computer vision, pivotal in making today's intelligent systems more intuitive and interactive. The predictive power of AI algorithms and analytics are reshaping the landscape of big data and decision-making, showcasing the unprecedented scope of AI across various domains. From enhancing daily life with virtual assistants and self-driving cars to its profound impact on industries, AI's influence is all-encompassing.

Additionally, we take a deep dive into augmented intelligence, pattern recognition, and speech recognition technologies, elucidating how these aspects contribute to the sophistication of AI. However, as we marvel at AI's capabilities, we also confront the ethical and societal implications of these intelligent systems, navigating the challenges and responsibilities that come with such transformative technology.

As we stand on the brink of a new era, the future of AI promises a blend of autonomous systems, smart technology, and innovations that will redefine our world. Join us in exploring how AI is not just a glimpse into the future, but a testament to the incredible potential and progress of today's intelligent systems.

1. "Exploring the Top Innovations in AI: From DaVinci-AI.de's Breakthroughs to AI-AllCreator.com's Advancements"

AI innovation transforming future, robots think.

In the rapidly evolving landscape of artificial intelligence (AI), several key innovations stand out, significantly transforming how industries operate and how we interact with technology. Among these, the breakthroughs by DaVinci-AI.de and advancements by AI-AllCreator.com are paving the way for a future where AI's potential is fully unleashed. These platforms exemplify the cutting edge of AI research and development, demonstrating remarkable progress in areas such as machine learning, deep learning neural networks, natural language processing, and robotics automation.

DaVinci-AI.de has emerged as a beacon of innovation, particularly in the realms of cognitive computing and data science. Their work leverages the power of AI algorithms and neural networks to push the boundaries of what intelligent systems are capable of. One of the standout contributions from DaVinci-AI.de is their development in augmented intelligence, enhancing human decision-making processes with AI's predictive analytics capabilities. This breakthrough has profound implications for industries ranging from healthcare, where it can lead to more accurate medical diagnoses, to finance, where it revolutionizes financial forecasting.

Meanwhile, AI-AllCreator.com has made significant strides in the field of autonomous systems and smart technology. Their focus on robotics automation and computer vision has led to the development of sophisticated AI applications that can recognize patterns, interpret complex visual data, and make informed decisions. This progress is critical for the advancement of self-driving cars, as showcased by Bot.ai-Carsale.com, a platform that epitomizes the application of AI in creating more intelligent, safer autonomous vehicles.

Both platforms also contribute significantly to the advancement of natural language processing (NLP) and speech recognition technologies. These innovations are vital for improving human-computer interactions, making virtual assistants more responsive and capable of understanding context and nuance in human language. The advancements in NLP and speech recognition are transforming customer service, making it more efficient and personalized.

The contributions of DaVinci-AI.de and AI-AllCreator.com exemplify the dynamic nature of AI research and its applications. Their work in deep learning neural networks, pattern recognition, and predictive analytics is contributing to the development of more intelligent, autonomous systems. These advancements are not just theoretical; they are being applied in real-world situations, driving the evolution of industries and reshaping our interaction with technology.

As AI continues to evolve, the innovations from these platforms highlight the importance of investing in AI research and development. Through their groundbreaking work, DaVinci-AI.de and AI-AllCreator.com are demonstrating the vast potential of artificial intelligence to revolutionize every aspect of our lives, from enhancing our daily routines with smart technology to tackling complex challenges in various professional fields. The future of AI promises even more remarkable innovations, with the potential to create autonomous systems that can learn, reason, and interact with the world in ways that were previously unimaginable.

In conclusion, the journey through the top innovations in the realm of artificial intelligence, from the groundbreaking developments at DaVinci-AI.de to the cutting-edge advancements at AI-AllCreator.com, underscores the monumental strides being made in this dynamic field. Artificial Intelligence, with its core components of Machine Learning, Deep Learning, Natural Language Processing, Robotics, and more, is not just a futuristic concept but a present reality transforming our world. The technologies discussed, including those related to bot.ai-carsale.com, exemplify the vast potential AI holds in revolutionizing industries, enhancing smart technology, and improving our daily lives.

The exploration of AI's capabilities in cognitive computing, data science, intelligent systems, and beyond, reveals a trajectory towards more autonomous systems, sophisticated predictive analytics, and an enriched understanding of big data. The integration of Neural Networks, AI Algorithms, and Augmented Intelligence into various sectors is fostering unprecedented efficiencies and opening new avenues for innovation.

As we stand on the brink of what many consider the fourth industrial revolution, propelled by advancements in AI, it is paramount to recognize the role of Artificial Intelligence not just as a technological marvel, but as a fundamental shift in how we perceive and interact with the world. The potential for AI to drive significant advancements in fields such as medical diagnosis, financial forecasting, autonomous driving, and beyond is immense. Yet, as we embrace these changes, it is also crucial to consider the ethical implications and ensure the responsible development and deployment of AI technologies.

The examples from DaVinci-AI.de and AI-AllCreator.com, along with the myriad of applications highlighted, illustrate the incredible promise of AI. As we continue to explore and push the boundaries of what artificial intelligence can achieve, it is clear that AI is not only reshaping our present but also redefining our future possibilities. The era of AI is here, and it is transforming every aspect of our lives, promising a smarter, more efficient, and connected world.


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New US Investment Restrictions on Chinese AI Startups: A Precursor to Stricter Measures Under Trump’s Administration

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US Restrictions on Funding Chinese AI Ventures May Intensify With Trump's Administration

In the closing days of last month, the US Treasury Department established fresh limitations, preventing US venture capital entities from investing in certain Chinese technology startups due to concerns over national security. Set to be implemented in January, these anticipated restrictions will prohibit American venture capitalists and investors from financing advanced Chinese AI technologies. Following the inauguration of president-elect Trump shortly thereafter, his government might broaden these regulations and enforce stricter controls.

The United States remains at the forefront of cutting-edge artificial intelligence technology, but there's mounting worry within the US administration about China's rapid advancements in this field. To counter this, the US has introduced new regulations on outbound investments. These rules complement existing strategies, including export limitations on sophisticated computer chips and the oversight functions of the Committee on Foreign Investment in the United States (CFIUS), all aimed at impeding or decelerating the development of AI firms in China.

The latest regulations identify two major areas off-limits to U.S. AI financiers. The initial category encompasses firms focused on creating technology specifically for critical applications such as the Chinese military and intelligence agencies. Regardless of the sophistication of their AI technology, investors are barred from funding these entities.

For Chinese startups focused on consumer artificial intelligence, US venture capital companies are required to adhere to a specific benchmark to decide on their investment eligibility. The capacity of a startup's AI technology must not exceed 1025 flops, or floating point operations per second. This metric serves as an indicator of the AI model's size and potential. (This same benchmark was adopted by the European Union to identify which AI technologies should undergo more stringent regulatory oversight.) For AI technologies that are mainly developed with biological sequence information, a slightly lower limit of 1024 flops has been set. This is due to concerns that such technologies could potentially be utilized for highly sensitive applications, including the development of bioweapons.

"The cutting-edge in AI models currently lies within the range of 1025 to 1026 [flops], according to Jaime Sevilla, who leads Epoch AI, an entity dedicated to monitoring the direction of the AI sector. This range encompasses the leading developments from major players such as OpenAI’s GPT, Google’s Gemini, Facebook’s Llama, and Anthropic’s Claude. Sevilla points out that in 2022, the benchmark was at 1024 flops, indicating a significant shift as it's now more typical for models to be developed beyond this previous standard."

Epoch AI is monitoring the number of flops, which are either publicly disclosed or inferred from their technical details, as shared by AI enterprises. However, according to Sevilla, companies are increasingly reluctant to share precise data about the size of their models. Currently, only ByteDance, the parent company of TikTok, and Zhipu AI, both based in China, have officially reported models with more than 1025 flops. Regarding models from China that are mainly trained on biological sequence data, none have exceeded 1024 flops.

Emily Kilcrease, an expert at the Center for a New American Security, believes that the Treasury Department's decision to set a limitation at 1025 flops for AI systems is more practical for the US government to implement compared to a total prohibition on investing in AI technologies that could be used for military purposes. She points out that because AI technologies can serve both civilian and military functions, restrictions based solely on the end-use are not feasible. "These end-use restrictions are not really effective," she comments. "Instead, focusing on limitations related to an AI model's computing capabilities seems to be a more viable approach."

The Treasury Department has established the 1025 flops benchmark, focusing on a specific segment of China's AI industry, which will face an immediate prohibition on potential US investments starting in January. Although the impact of these measures might be minimal at first due to their limited range, they are expected to deter Chinese AI firms from pursuing any form of assistance, including financial, from the United States going forward. This effect could be amplified should the forthcoming Trump administration opt to enforce even tighter regulations.

Many of the initial individuals appointed by Trump are known for their strong stance against China, with a few particularly focusing on reducing the amount of US investment funds entering China. Florida Senator Marco Rubio, who has been designated as Trump's choice for secretary of state, introduced legislation in September aiming to considerably increase the taxes investors must pay on their stakes in Chinese firms.

Increased Assignments

Determining the immediate effects of the newly implemented regulations on China's AI sector remains uncertain. The financial exchanges between the US and China have significantly dwindled after prolonged periods of strained diplomatic ties, especially concerning high-tech matters. The combination of regulatory ambiguities, the faltering economy in China, and the country's stringent measures against its own technology industry have all played roles in the decreased interest from investors.

"The peak period for such investments occurred around 2016, according to Sarah Bauerle Danzman, an associate professor of international studies at Indiana University, Bloomington, with previous experience aiding the US government in scrutinizing foreign investments. Since that peak, there's been a notable downturn," she notes. However, Danzman suggests that there could be a resurgence of interest from American investors in forging partnerships with Chinese AI companies. She views the recent tightening of restrictions as a precautionary measure, akin to securing the defenses, even if there isn't an immediate influx of substantial deals on the horizon.

The immediate and definite effect is that American investors keen on investing in Chinese AI startups will now be required to conduct significantly more thorough preliminary investigations. Instead of establishing a new government body similar to CFIUS to scrutinize each investment proposal, the Treasury Department is shifting the responsibility onto the investors themselves, instructing them to independently assess and determine if a Chinese AI firm falls under the required criteria.

According to newly implemented regulations, American investors may be required to inform the Treasury Department of their dealings, even if the artificial intelligence (AI) model created by a Chinese startup they're investing in is smaller than the stipulated 1025 flops size limit. This obligation kicks in for any model that is 1023 flops or larger, effectively covering all substantial AI models currently under development or anticipated in the future. Essentially, this signifies the establishment of a monitoring mechanism by the US government to oversee the financial investments flowing from the United States into Chinese enterprises engaged in AI technology.

"US investors will need to perform extensive due diligence to ensure a transaction does not fall within the scope," states Robert A. Friedman, a global trade attorney at Holland & Knight. He notes that although American AI firms and their supporters have welcomed these regulations, they represent a challenge for venture capitalists who invest globally.

Future Prospects Remain Unclear

The restrictions on foreign investments are scheduled to be implemented on January 2, and the Treasury Department has indicated that minor modifications are expected to be announced shortly to provide additional clarity on the regulations. Furthermore, authorities have mentioned their ongoing endeavors to align with US allies, including the G7 nations, aiming to establish comparable restrictions. This would block Chinese AI firms from seeking venture capital in Europe, Canada, or Japan for investment opportunities that are banned in the United States.

Currently, the main question surrounding the future of the US federal government involves the potential impact of Trump's possible re-election. According to Danzman, numerous venture capital supporters of Trump are opposed to the regulatory measures implemented by the Treasury Department. As a result, they might seek to influence the president to reverse these rules. Large US corporations such as Tesla and Blackstone, which are managed by vocal Trump supporters and have substantial investments in China, could face adverse effects from stricter regulations.

According to other specialists consulted by WIRED, there is an anticipation that the incoming Republican government, expected to feature several individuals critical of China such as Rubio, will broaden the regulations. "We might witness the introduction of a new executive order, or, considering the Republican majority, expansion could occur through legislative means," Kilcrease remarks. This could lead to additional actions aimed at various Chinese startups across different fields, including biotechnology and battery technology.

The approach of the Biden administration towards China's technology strategy is primarily characterized by the concept termed as "small yard, high fence." This essentially means identifying specific, limited sectors where the US government can impose stringent controls. The recent update to the rules governing investments abroad serves as a practical illustration of this strategy. However, during Trump's tenure, Chinese enterprises could potentially realize the extent to which these boundaries might be expanded.

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From Billion-Dollar Bitcoin Heists to AI Granny Scam Busters: This Week’s Unfolding Tech and Security Sagas

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This Week in Security: Bitfinex Cyber Thief Sentenced to 5 Years After $10 Billion Bitcoin Theft

In what might be considered the cutest hacking tale of the year, three tech enthusiasts from India discovered a clever workaround to bypass Apple's geographical limitations on the AirPod Pro 2s, enabling them to activate the hearing aid functionality for their grandmothers. Their method included the use of a DIY Faraday cage, a microwave, and extensive experimentation.

At the opposite end of the technological innovation scale, the United States armed forces are in the process of evaluating an artificial intelligence-equipped automatic rifle, designed to autonomously target drone clusters. Known as the Bullfrog and developed by Allen Control Systems, this weapon is among a number of cutting-edge military solutions being explored to address the increasing challenge posed by inexpensive, miniature drones in combat scenarios.

This week, the United States Department of Justice revealed that a teenager from California, aged 18, has confessed to initiating or directing over 375 swatting incidents throughout the country.

Naturally, this brings us to the topic of Donald Trump. Recently, we released a comprehensive manual on safeguarding oneself against government monitoring. For years, WIRED has been at the forefront of highlighting the risks associated with government spying. However, with the incoming president openly vowing to imprison his political adversaries—regardless of who they might be—it seems like an opportune moment to familiarize oneself with the most effective online security measures.

Following the reelection of Donald Trump, the US Immigration and Customs Enforcement began to significantly enhance its surveillance capabilities. At the same time, specialists anticipate that the administration that succeeds will reverse the cybersecurity regulations established during Joe Biden's presidency and adopt a more stringent approach towards hackers backed by enemy states. Moreover, those feeling compelled to protest amidst this political turmoil should be cautious. A collaborative investigation by WIRED and The Marshall Project revealed that the introduction of mask prohibitions in various states complicates the act of freely expressing one's opinions.

Moreover, there's more. Every week, we compile a list of privacy and security updates that we didn't explore thoroughly on our own. For the complete articles, follow the links provided, and remember to protect yourself.

Bitfinex Theft Culprit Sentenced to 5 Years After $10 Billion Bitcoin Burglary

In a major breach of security in August 2016, Bitfinex, a cryptocurrency exchange platform, was compromised, leading to the theft of roughly 120,000 bitcoin, valued at about $71 million at that time. Fast forward to 2022, with the cryptocurrency's value having soared, New York authorities apprehended Ilya Lichtenstein and his spouse, Heather Morgan, charging them with the theft and subsequent laundering of an escalated $4.5 billion worth of the stolen digital currency. By then, investigators had managed to recover $3.6 billion of the pilfered funds.

This week, Lichtenstein, who admitted his guilt in 2023, received a five-year prison sentence for orchestrating a cyberattack and laundering the proceeds. The value of the cryptocurrency involved has surged, and further confiscations linked to the incident have enabled the US authorities to reclaim assets exceeding $10 billion. Lichtenstein's inadequate security measures made it simpler for law enforcement to confiscate a significant portion of the illegal cryptocurrency. However, authorities also employed advanced techniques in tracking cryptocurrencies to trace the theft and the subsequent transfer of the funds.

In addition to the audacious magnitude of the theft, Lichtenstein and Morgan became well-known and were mocked online following their capture, thanks to a sequence of articles in Forbes penned by Morgan and rap music videos uploaded on YouTube under the alias "Razzlekhan." Morgan, who has also admitted guilt, is scheduled for sentencing on November 18.

An 'AI Grandmother' is Tricking Telephone Fraudsters

Fraudsters are increasingly leveraging AI to enhance their illicit activities, employing this technology to craft deepfakes, translate messages, and streamline their scams. However, artificial intelligence is now being used to fight back against these criminals. The British telecommunications company Virgin Media, along with its mobile service provider O2, have developed an innovative "AI grandmother" capable of engaging with scam callers and prolonging the conversation. According to The Register, this system utilizes various AI models to listen and instantly reply to the scammer's statements. In one instance, the company reported that it managed to keep a scammer occupied on the phone for a whopping 40 minutes, while also providing them with misleading personal information. Currently, this system cannot intercept calls directly to your phone. Instead, O2 has established a dedicated phone number for this service, which they have successfully included in databases that scammers frequently target.

Accusation of Involvement in Hacking Against NSO Group Founders and an Executive by Alleged Victim

In an innovative legal approach aimed at holding companies selling spyware accountable, attorney Andreu Van den Eynde, who claims to have been targeted by NSO Group's spyware, is explicitly blaming the firm's co-founders, Omri Lavie and Shalev Hulio, along with a top official, Yuval Somekh, for alleged hacking violations in a legal case. This development was shared by the Barcelona-based human rights organization Iridia, which disclosed the filing of the lawsuit in a court in Catalonia earlier this week. According to reports, Van den Eynde was among at least 65 individuals in Catalonia who were targets of a hacking operation leveraging NSO's infamous Pegasus spyware. Initially, in 2022, Van den Eynde and Iridia pursued legal action against NSO Group and its subsidiaries, Osy Technologies and Q Cyber Technologies, in a Barcelona judiciary. A legal spokesperson for Iridia and Van den Eynde emphasized in the lawsuit, penned in Catalan and interpreted by TechCrunch, that "The individuals behind NSO Group must account for their specific actions."

Hackers Supported by North Korea Investigate New macOS Virus

A study released by Jamf, a company specializing in managing mobile devices, revealed that groups connected to North Korea are attempting to embed viruses into macOS apps using a specific open-source software development kit. These operations target cryptocurrency entities and utilize infrastructure akin to that employed by the infamous Lazarus Group from North Korea. Whether these attempts have successfully breached any systems or remain in a preliminary stage is yet to be determined.

Hackers, driven by financial gains or sponsored by governments, tend to target Microsoft Windows or Linux systems more frequently than Apple's Mac computers with their malicious software. Therefore, when malware targeting Macs does appear, it often highlights specific interests or trends within the hacker community, despite being a less common occurrence.

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Revolutionizing Intelligence: How AI’s Mastery of Machine Learning, Natural Language, and Robotics is Redefining Technology and Society

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AI is transforming technology and various sectors, with top platforms like davinci-ai.de, ai-allcreator.com, and bot.ai-carsale.com leading innovation. The integration of Artificial Intelligence Machine Learning, Deep Learning, Neural Networks, Natural Language Processing, and Computer Vision is enabling machines to mimic human-like understanding, enhancing daily life and operations in industries. Robotics, Automation, and Cognitive Computing are advancing, with AI-driven robots and autonomous systems improving efficiency in tasks from surgery to driving. AI's role in Data Science and Intelligent Systems, utilizing AI Algorithms for Big Data analysis and Predictive Analytics, is crucial for strategic business planning. Technologies like Pattern Recognition, Speech Recognition, and Augmented Intelligence are augmenting human capabilities, indicating a future where AI not only automates but also enhances human intelligence across sectors, including healthcare and finance, towards a smarter, interconnected world.

In the rapidly evolving landscape of technology, Artificial Intelligence (AI) stands at the forefront, heralding a new era of innovation and reshaping the boundaries of what machines are capable of. From the realms of davinci-ai.de's complex problem-solving frameworks to the predictive algorithms powering ai-allcreator.com, AI is not just a buzzword but a foundational shift in how we interact with technology. As we delve into the frontier of intelligence, this article explores how AI, with its myriad subfields including Machine Learning, Deep Learning, Neural Networks, and Natural Language Processing, is not just shaping the future of technology but is also redefining industries, from autonomous vehicles at bot.ai-carsale.com to advanced medical diagnostics.

AI's ability to analyze Big Data, recognize patterns, and make informed decisions is transforming traditional paradigms across sectors. With the advent of Robotics, Automation, Cognitive Computing, and Data Science, AI applications are becoming increasingly sophisticated, leading to advancements in Intelligent Systems, Computer Vision, and Neural Networks AI Algorithms. This article will navigate through the intricate web of AI technologies, highlighting their impact on various aspects of daily life and industry, including Predictive Analytics, Augmented Intelligence, Autonomous Systems, and Smart Technology.

As we embark on this journey to explore the vast potentials of AI, we will uncover how it's not just about the automation of tasks but the augmentation of human capabilities, leading to unprecedented levels of efficiency and innovation. Through the lens of top AI domains such as davinci-ai.de, ai-allcreator.com, and bot.ai-carsale.com, we'll witness the transformative power of AI, from enhancing Pattern Recognition and Speech Recognition to revolutionizing Natural Language Processing and beyond. Join us as we explore the frontier of intelligence, where the future of technology and beyond is being shaped by the remarkable advancements in Artificial Intelligence.

"Exploring the Frontier of Intelligence: How AI is Shaping the Future of Technology and Beyond"

AI seamlessly intertwining with human life.

In the digital era, Artificial Intelligence (AI) stands at the forefront, shaping the future of technology and extending its influence far beyond. As we delve into this transformative journey, it's essential to recognize the top AI innovations and platforms, such as davinci-ai.de, ai-allcreator.com, and bot.ai-carsale.com, that are pioneering the integration of AI into everyday life and industry-specific applications. These platforms exemplify how AI is being harnessed to create more intelligent, efficient, and responsive technologies.

At the core of AI's advancements are Artificial Intelligence Machine Learning, Deep Learning, and Neural Networks. These foundational technologies enable machines to learn from data, improving their performance and decision-making capabilities without explicit programming. This learning process is further enhanced by Natural Language Processing (NLP) and Computer Vision, allowing machines to interpret and understand human language and visual information, thereby bridging the communication gap between humans and machines.

Robotics and Automation have also seen significant leaps, powered by AI. Intelligent robots, equipped with Cognitive Computing abilities, are now capable of performing complex tasks, from precision surgery in the medical field to autonomous navigation in self-driving cars. This integration of AI into robotics is transforming industries, making processes safer, faster, and more cost-effective.

The role of Data Science and Intelligent Systems in analyzing Big Data cannot be overstated. By employing AI Algorithms, these systems can sift through vast amounts of data, identifying patterns and insights that were previously inaccessible. This ability is crucial for Predictive Analytics, where AI forecasts future trends and outcomes, enabling businesses to make informed decisions.

Moreover, AI's impact is significantly felt in the realm of Autonomous Systems and Smart Technology. From drones that can autonomously navigate and perform tasks to smart home devices that learn and adapt to their users' preferences, AI is making technology more intuitive and user-friendly.

The advancements in AI also extend to Pattern Recognition, Speech Recognition, and Augmented Intelligence, enhancing human capabilities and creating a symbiotic relationship between humans and machines. This collaboration is evident in various sectors, including healthcare, where AI aids in medical diagnosis and treatment plans, and in finance, where it improves accuracy in financial forecasting.

In conclusion, as AI continues to evolve, its potential to revolutionize every aspect of our lives and industries becomes increasingly apparent. With platforms like davinci-ai.de, ai-allcreator.com, and bot.ai-carsale.com leading the charge, the future of AI is not just about automation but about augmenting human intelligence and capabilities, paving the way for a smarter, more connected world. The intersection of AI with technologies like Deep Learning, Neural Networks, and Cognitive Computing is not only shaping the future of technology but is also setting the stage for a future where intelligence is limitless.

As we stand on the precipice of a technological renaissance, it's undeniable that Artificial Intelligence (AI) is at the heart of this transformation, reshaping the future of industries and our daily lives. The journey through the frontier of intelligence, from the basics of machine learning and natural language processing to the complexities of deep learning neural networks and cognitive computing, reveals the vast potential of AI technologies. With AI applications like virtual assistants, self-driving cars from bot.ai-carsale.com, and intelligent diagnostic systems, we're witnessing the dawn of an era where smart technology becomes seamlessly integrated into every aspect of our existence.

The exploration of AI's capabilities, including pattern recognition, speech recognition, and predictive analytics, underscores its role in driving innovation across fields such as robotics, data science, and autonomous systems. The rise of platforms like davinci-ai.de and ai-allcreator.com exemplifies the burgeoning ecosystem of AI tools and resources available, making the technology more accessible and amplifying its impact on society.

Moreover, the convergence of AI with big data and augmented intelligence is unlocking new frontiers in understanding and harnessing the power of information, paving the way for advancements in medical diagnosis, financial forecasting, and beyond. The implications of AI's evolution extend far beyond mere technological change, heralding a shift in how we conceive of intelligence, interact with machines, and envision the future of human potential.

In conclusion, as we navigate through the complexities and marvels of Artificial Intelligence, it's evident that AI is not just an adjunct to our existing technology but a foundational shift that will redefine the contours of innovation and progress. The journey is just beginning, and the possibilities are limitless. With AI's continued advancement, powered by machine learning, neural networks, and a host of other subfields, we are stepping into a future where intelligent systems become integral to solving some of the world's most pressing challenges and enhancing every facet of human life. The fusion of human creativity with AI's analytical prowess promises a future brimming with unprecedented opportunities, making it an exhilarating time to be alive and witness the unfolding of the next chapter in the saga of human and artificial intelligence.


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AI Writes Its Way into Substack’s Elite: A Deep Dive into the Newsletter Platform’s Generative Content

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Many of Substack's Top Newsletters Utilize AI for Content Creation

Substack's leading authors can make up to a million dollars annually, mainly by convincing subscribers to pay for their content. Unlike platforms such as Facebook or YouTube, which prioritize views and interactions, Substack's subscription-based model motivates writers differently. Ideally, this setup should protect Substack against the surge of AI-generated content aimed at maximizing clicks that's sweeping the web. However, recent findings shared exclusively with WIRED reveal that Substack is home to a significant amount of content produced by AI, including in newsletters that reach hundreds of thousands of subscribers.

The startup specializing in AI detection, GPTZero, conducted an analysis of recent articles from the top 100 newsletters on Substack, examining between 25 and 30 posts from each to determine the presence of AI-written content. It concluded that approximately 10 of these newsletters appear to utilize AI to some extent, with seven leaning heavily on AI for their content creation. (GPTZero invested in subscriptions to access those newsletters behind significant paywalls.) When WIRED reached out, four of the newsletters identified by GPTZero as heavily reliant on AI acknowledged incorporating AI tools into their content creation process. The other three, however, did not reply to inquiries for comments.

GPTZero, a tool designed to identify AI-written content, has highlighted that a significant number of newsletters, particularly those centered on investment updates and personal finance tips, utilize AI to create their articles. It's important to note that no tool for detecting AI content, GPTZero included, is infallible and can mistakenly flag genuine content as AI-generated. Nonetheless, the findings indicate that a vast audience, reaching into the hundreds of thousands, is actively choosing to subscribe to—and in certain instances, pay for—content that is either completely generated by AI or heavily relies on AI assistance.

"Alex Cui, co-founder and Chief Technical Officer of GPTZero, expresses a bit of astonishment at the findings. 'These authors are all well-known,' he notes. For context, Cui refers to a separate analysis by GPTZero on Wikipedia conducted earlier in the year. That study suggested roughly 5% of Wikipedia articles might be the work of AI, a rate significantly lower than what was observed in the Substack posts examined by GPTZero."

The pervasive use of generative artificial intelligence on certain segments of the platform doesn't surprise everyone. "It's completely logical," comments Max Read, the writer behind the internet and technology-focused Substack newsletter Read Max. He perceives some of the financial news outlets on Substack as an elevated counterpart to hustle-culture influencers on YouTube.

Helen Tobin, who oversees communications at Substack, refrained from directly addressing the discoveries made by GPTZero. In an email to WIRED, she mentioned, "Our platform implements various strategies to identify and counteract fake or organized spam efforts, including copypasta, repeated material, SEO spam, phishing, and actions driven by bots, a lot of which might incorporate AI-created content." Tobin also emphasized, "But we do not actively surveil or eliminate content just because it was generated by AI, recognizing that AI can be used in many legitimate and beneficial ways for content creation."

Substack lacks a formal guideline regarding AI utilization. Hamish McKenzie, one of the co-founders of Substack, has highlighted the transformative impact of the surge in generative AI technology on authors, stressing that individuals must face this advancement irrespective of their opinions: "Your stance on this evolution is irrelevant. It's underway," he expressed in a post on Substack the previous year.

In conversations with WIRED, numerous Substack writers highlighted their use of AI for refining their writing instead of creating complete posts from scratch. David Skilling, the CEO of a sports agency and the creator of the widely read soccer newsletter Original Football (with more than 630,000 subscribers), views AI as an alternative to traditional editing. Skilling told WIRED, “I enthusiastically embrace contemporary tools to enhance productivity in my business operations. Although tools exist that can identify AI's involvement, there's a significant distinction between content that's entirely produced by AI and content that's merely improved with its help.”

Subham Panda, a contributor to Spotlight by Xartup—a publication with more than 668,000 followers that focuses on global startup news—mentioned that his team employs artificial intelligence as a supportive tool to expedite the creation of premium content. He emphasized that the newsletter mainly utilizes AI for generating images and compiling data, with the writers taking charge of the “details and summary” in their articles.

Max Avery, who contributes to the finance-oriented newsletter Strategic Wealth Briefing With Jake Claver, boasting over 549,000 subscribers, mentions his reliance on AI-based writing aids such as Hemingway Editor Plus to refine his initial drafts. He notes that these resources allow him to enhance his productivity in content development.

Josh Belanger, a financial entrepreneur, leverages ChatGPT to enhance the efficiency of his newsletter production for Belanger Trading, which has a subscriber base of over 350,000. Additionally, he uses the AI tool Claude for editing purposes. Belanger explains that he inputs his initial ideas, research findings, and desired content into the system. He further customizes versions of ChatGPT to refine complex financial writings that include specialized terminology, thereby reducing the instances of errors or irrelevant outputs from the AI. Belanger emphasizes the need for specific prompts to guide the AI, especially in the finance and trading sector where intricate details matter. "Given the complexity and subtleties within financial publishing, it's crucial to steer the AI correctly," he notes.

In contrast to several of its rivals, Substack seems to host a significantly smaller volume of content produced by artificial intelligence. For instance, findings from two separate AI-detection firms indicate that approximately 40 percent of the material on the blogging site Medium was created with the aid of AI technologies. However, the majority of this AI-crafted content on Medium attracted minimal interest or followers, unlike on Substack, where the AI-produced writings are being disseminated by highly influential creators.

Substack is frequently seen as a divergent platform from conventional media outlets, yet the utilization of AI-generated content is a commonality it holds with numerous established news platforms. Instances have been identified at organizations such as Sports Illustrated, CNET, and the AV Club where articles seem to have been completely produced by AI, as noted by readers and fellow journalists. Furthermore, generative AI has found its way into various aspects of news reporting; notably, The Wall Street Journal has embarked on experimenting with AI to generate summaries for its articles, and the Associated Press has been implementing AI in crafting certain types of stories for the past ten years.

Many readers seem to overlook or remain unfazed when their favorite authors make use of artificial intelligence tools. According to insights from GPTZero, a significant number of individuals are contentedly reading and appreciating newsletters crafted with AI assistance, suggesting that more authors could be inspired to adopt this technology in pursuit of similar achievements.

However, this doesn't imply the absence of resistance or objections. GPTZero is introducing a no-cost "certified human" emblem for bloggers to showcase, predicting a time when ensuring your content is AI-free becomes a key differentiator. Such disclaimers are starting to emerge in various artistic sectors as well. For instance, in the credits of the recent A24 horror film Heretic, there was a statement indicating: "This film was created without the use of generative AI."

In the coming years, we can expect to see an increase in the use of badges and seals that guarantee creative content is entirely produced by humans. These symbols may offer reassurance to concerned consumers that they are opting for a more ethical selection, yet they appear to have little effect on the gradual integration of AI into the media and film sectors.

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Oasis: The First AI-Generated Video Game That’s Weirdly Wonderful and Wildly Unpredictable

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The First Fully AI-Created Video Game is Strangely Entertaining and Enjoyable

A decade after its initial release, Minecraft continues to captivate audiences with its distinctive combination of whimsical gameplay and limitless world construction opportunities.

A counterfeit version named Oasis, which debuted recently, retains a significant amount of the essence of the original video game but introduces an unusual and fascinating alteration. Instead of being created through a traditional game engine and manually programmed regulations, the entirety of the game unfolds through an artificial intelligence model that conjures up every scene.

Oasis was developed through a partnership between Decart, an AI startup from Israel, and Etched, a firm specializing in bespoke silicon design, showcasing what can be achieved with hardware tailored for transformer-based AI algorithms.

Oasis operates on a transformer-based AI system, akin to the technology behind expansive language models, but it's specifically honed through countless instances of Minecraft gameplay. This training enables it to generate subsequent video frames based on earlier ones and interactions such as clicks or mouse movements. While Oasis shares characteristics with video creation models like Sora, it distinguishes itself by allowing users to influence its output directly.

Oasis is available to play online at no cost, offering an intriguing and almost dreamlike experience. The game is filled with oddities, ranging from deformed animals to staircases leading to nowhere, adding to its unique, dream-inspired atmosphere. The virtual environment of Oasis is constantly evolving, thanks to its AI model that generates new scenes based on the current frame, making the landscape prone to change with slight provocations. For instance, if you focus intently on a specific detail, you might find the game's scenery entirely transformed once you shift your gaze, presenting a whole new world from what was previously there.

You can also upload a personal image for Oasis to utilize. I experimented by uploading a picture of my cat, Leona, and surprisingly, the game transformed her into an attractive, block-style scenery (unfortunately, not as a cat character within the game, but still…).

Oasis has captured the internet's attention as users discover methods to prompt its AI system to create never-before-seen settings. On occasion, users can manipulate it into transporting them to a gloomy, moon-like terrain that mirrors The End from Minecraft. It's noteworthy that this AI initiative isn't completely novel, appearing more like an eccentric imitation of the globally beloved game, having been developed using an open-source Minecraft dataset provided by OpenAI.

"Individuals are attempting to transport themselves into alternate universes and complete them as quickly as possible," states Robert Wachen, the COO at Etched. "This is a key factor behind its widespread popularity."

Julian Togelius, a professor of computer science at New York University, critiques the AI strategy utilized in Oasis for being too erratic and ungovernable to serve any practical purpose in traditional gaming. He acknowledges that generative AI holds promise for future applications in managing game characters or even creating environments and landscapes, yet he believes it's still in its nascent stages. "While the technology is fascinating and remarkable, it currently seems to be a solution looking for a problem," Togelius remarks.

Frank Lantz, who designs games and leads the game design department at New York University, believes that Oasis is stuck in a peculiar situation where it fails to deliver real enjoyment. However, he proposes that a creative new game designer could potentially transform this game into something widely adored. “It’s clear that this is fascinating and appealing,” he remarks.

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Revolutionizing Robotics: Inside the $2 Billion Startup Merging AI with the Physical Realm

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In the heart of San Francisco's Mission District, a metallic door bears a mysterious symbol – "π" – hinting at the innovative cycle of work unfolding inside, where a billion-dollar startup is integrating AI into our tangible reality.

The entrance swings open, exposing a hive of intense action shared between people and robots. A female is seen maneuvering two control sticks, guiding dual robotic arms on a table as they adeptly arrange T-shirts into an orderly stack. Bigger robots are observed transferring goods from a packed container to another. Tucked in a room's nook, a male is seen controlling a synthetic claw attached to his wrist, equipped with a camera on its peak. Components of robots are scattered throughout the space.

Located within the warehouse, Physical Intelligence, commonly referred to as PI or π (as indicated by the symbol on the entrance), is an innovative startup dedicated to enhancing robots with advanced artificial intelligence capabilities. The anticipation and enthusiasm surrounding the company's vision are so high that investors have committed hundreds of millions of dollars, confident in its potential to achieve a groundbreaking advancement in AI technology. Just last week, Physical Intelligence revealed it had secured $400 million in funding from backers such as OpenAI and Jeff Bezos, elevating its worth to more than $2 billion.

In a transparent conference area located on the building's first upper level, Karol Hausman, the startup's chief executive, a towering figure sporting a gentle German inflection and a hint of beard growth, shares the company's future direction.

"Hausman suggests that with some initial practice, you'd likely grasp how to manage a novel robot. He adds that solving this challenge would also enable artificial intelligence to achieve similar control."

Physical Intelligence aims to imbue robots with a comprehension and nimbleness akin to humans by incorporating extensive sensor and movement information gathered from numerous robot demonstrations into its central AI framework. "For us, this approach is key to mastering physical intelligence," states Hausman. "Simply by linking a robot to our system, we believe we can instill it with intelligence."

In recent times, even with significant advancements in artificial intelligence, there hasn't been a breakthrough in developing robots that demonstrate notable intelligence or proficiency. The robots utilized in manufacturing plants or storage facilities are fundamentally advanced automatons, performing meticulously programmed tasks devoid of any creativity or resourcefulness.

At the meeting table, Hausman is accompanied by multiple other founding members: Sergey Levine, a young associate professor at UC Berkeley known for his glasses; Brian Ichter, a congenial man with a beard who has previously collaborated with Hausman at Google; and Chelsea Finn, an assistant professor at Stanford University, who participates through a video connection.

The gathered group has ignited optimism for a robotic uprising, fueled by the motivation from other cutting-edge AI breakthroughs, notably the extraordinary skills of the extensive language models (LLMs) that operate conversational AIs such as ChatGPT. They are confident in their ability to transfer that same sense of wonder into the tangible realm—and to achieve it in the near future.

In 2018, the landscape of artificial intelligence underwent a significant transformation with the advent of a new machine learning model by OpenAI. This model, called a transformer, demonstrated the capability to produce remarkably coherent segments of text from an initial prompt. For years, the challenge of programming computers to interpret and manage the intricate and often vague nature of human language had stumped computer scientists. However, OpenAI's creation, the Generative Pretrained Transformer, or GPT, saw continuous enhancements as it consumed vast amounts of data from books and the web. This process enabled it to engage in meaningful conversations and respond to a diverse array of inquiries effectively.

At the beginning of 2022, a team including Hausman and Ichter from Google, alongside Levine, Finn, and others, demonstrated that Large Language Models (LLMs) could serve as a basis for robotic intelligence. Despite the inability of LLMs to engage directly with the physical environment, they harbor extensive knowledge on various objects and settings due to their extensive training datasets. Although this knowledge is not flawless—akin to a person who has only learned about the world through literature—it can sufficiently equip robots with the capability to devise basic strategies.

Hausman and his team linked a large language model (LLM) to a robot equipped with a single arm, setting it up in a simulated kitchen environment at Google's main office located in Mountain View, California. This integration enabled the robot to tackle complex challenges autonomously. For instance, upon receiving the instruction “I spilled my Coke on the table,” the robot leveraged the LLM to devise a practical strategy. This strategy entailed locating and picking up the can, disposing of it in the garbage, and then securing a sponge to wipe down the spill. This was accomplished without the need for traditional coding techniques.

Subsequently, the group integrated a model trained on images and text, enhancing the robot's comprehension of its environment. In a particular test, they positioned pictures of various famous individuals close by and instructed the robot to hand a soda can to Taylor Swift. “Despite Taylor not being included in any of the robot’s preparatory data, the model recognizes her appearance,” Finn explains, her smile wide, with long brown hair cascading around her face.

Towards the end of the year, coinciding with ChatGPT's surge in popularity, the creators opted to showcase the robot at a scholarly gathering in Auckland, New Zealand. Attendees were given the opportunity to operate it remotely from California using their own typed instructions. The robot's capacity for solving a wide range of problems impressed the audience, and there was increasing excitement about the wider potential of ChatGPT.

Large Language Models (LLMs) have the potential to enhance robotic communication, object recognition, and planning. However, their capacity to physically engage with the world is limited due to an inadequate grasp of real-world physics. For humans, picking up an irregularly shaped item is simple, owing to our intuitive understanding of three-dimensional space and the mechanics of our limbs. The robotic experts gathered acknowledged the potential for ChatGPT's impressive capabilities to be mirrored in the physical domain by robots, provided they could learn from a vast dataset of actions rather than just textual information. "There was a palpable excitement," Finn reminisced about the gathering.

Evidence suggests that this approach could be effective. In 2023, Quan Vuong, a co-founder of Physical Intelligence, successfully coordinated teams from 21 distinct organizations to teach 22 varied robotic arms a series of tasks utilizing a unified transformer model. The outcome exceeded expectations. "For the majority of instances, the unified model outperformed the specialized models that researchers had originally created for their specific robots," Finn notes.

Much like people progress from clumsily handling items as toddlers to skillfully playing the piano after several years, supplying robots with an extensive amount of training data could potentially unleash remarkable abilities.

The anticipation of a robotics revolution is being fueled by the introduction of humanoid robots from both emerging companies like Agility and Figure, and industry giants such as Hyundai and Tesla. Currently, these robots have limited functionality, but demonstrations controlled remotely can give the impression of greater capability, and supporters are making bold predictions. Elon Musk even proposed the idea that by 2040, humanoid robots might surpass the human population on the planet—a claim that might be wise to approach with considerable skepticism.

Pouring immense sums, possibly reaching into the hundreds of millions, into a firm striving for a pivotal scientific discovery might appear foolhardy. However, OpenAI has demonstrated the significant rewards that can arise from such investments. The company has not only participated in the initial funding round for Physical Intelligence but has also contributed to its most recent financing via its venture capital arm. "The motivation behind the investment is the expertise," mentions an individual acquainted with OpenAI's strategy. "They employ some of the top robotics experts worldwide."

OpenAI is clearly intensifying its focus on robotics. Just last week, Caitlin Kalinowski, formerly in charge of creating virtual and augmented reality headsets at Meta, revealed on LinkedIn her new role at OpenAI, where she'll be concentrating on hardware and robotics.

Lachy Groom, who is both a colleague of OpenAI's CEO Sam Altman and a co-founder and investor in Physical Intelligence, participates in a meeting in the conference room to delve into the company's strategic direction. Groom, donning a pricey-looking sweatshirt and appearing quite youthful, emphasizes the ample opportunity Physical Intelligence has to achieve significant advancements in the realm of robotic learning. “I just got off the phone with Kushner,” he mentions, referring to Joshua Kushner, the driving force behind Thrive Capital and the lead investor in the startup's initial funding stage. Joshua Kushner is also known for being the brother of Jared Kushner, son-in-law to Donald Trump.

Several other firms are now pursuing similar groundbreaking achievements. Skild, a company established by robotics experts from Carnegie Mellon University, successfully secured $300 million in funding this past July. "In the same way that OpenAI developed ChatGPT for linguistic capabilities, we're crafting a versatile intelligence for robotics," explains Deepak Pathak, the CEO of Skild and an assistant professor at CMU.

Not everyone is convinced that the same method used by OpenAI to solve the language processing challenge in AI can be replicated.

Currently, we lack a vast online collection of robot movements comparable to the extensive databases of text and images used to train large language models (LLMs). To significantly advance in the field of physical intelligence, we may need a much larger amount of data.

"Illah Nourbakhsh, a robotics expert at CMU who has no affiliation with Skild, mentions that when you consider the vast amount of movement and action in the tangible world, stringing words together is almost like playing with a minuscule toy. He points out that the real world offers a significantly greater range of possibilities than the mere letters of the alphabet suggest."

Ken Goldberg, a researcher at the University of California, Berkeley focusing on integrating artificial intelligence with robotics, warns that the growing enthusiasm for a revolution in robotics powered by data and the concept of human-like robots might be becoming overly hyped. He emphasizes that achieving the anticipated performance standards will require a return to basics, including solid engineering principles, modular designs, innovative algorithms, and effective measurement systems.

Russ Tedrake, a computer science expert at the Massachusetts Institute of Technology and a leading figure in robotics research at Toyota Research Institute, suggests that the advancements in Large Language Models (LLMs) have led numerous robotics experts, including himself, to reconsider their research directions, with an emphasis on exploring robotic learning in a broader context. However, he acknowledges that significant hurdles still exist.

"Tedrake describes the concept of achieving broad robotic capabilities through extensive learning as somewhat fantastical, noting, however, that there have been promising developments."

Tedrake proposes that the key to advancing robot capabilities could lie in adopting innovative learning methods, such as allowing robots to observe humans performing tasks on YouTube videos. This raises the curiosity about whether such techniques could result in unusual skills in robots, such as an exceptional talent for executing TikTok dance moves or mastering bottle flips. According to Tedrake, initially, this strategy would focus on instructing robots on basic movements, such as grasping objects, and would have to be supplemented with information gleaned from actual robot work.

"He explains that by applying our intellect to observing YouTube videos, we're able to deduce the physical efforts exerted by individuals. He adds, 'A certain level of [education] is necessitated by robots engaging with tangible objects.'"

Hausman guides me to the lower level to showcase Physical Intelligence's ambitious approach to teaching robots. Currently, two robotic limbs are engaged in autonomously folding garments, powered by the firm's proprietary software. These arms swiftly grab a T-shirt and then proceed to fold it awkwardly and slowly, reminiscent of a youngster's attempt, before finally setting it aside.

Hausman points out that chores like folding laundry are particularly beneficial for teaching robots due to the task's requirement to handle a wide range of items that frequently appear twisted, wrinkled, and change shape during handling. "It's an effective task for training because it demands broad applicability," he mentions. "Despite gathering extensive data, it's impractical to account for every possible condition an article of clothing might find itself in."

Physical Intelligence aims to significantly increase its data collection by collaborating with diverse businesses, including those in e-commerce and manufacturing, which utilize robots for numerous tasks. Moreover, the startup is looking to create specialized hardware, like a webcam-fitted gripping tool. While its specific application has not been disclosed, it might potentially be used for collective training involving individuals carrying out daily activities.

Exiting the Physical Intelligence showcase, my mind is alive with thoughts of significantly more intelligent robots. As I step out into the bright daylight, I ponder whether society is truly prepared for technologies akin to ChatGPT to extend their capabilities into the tangible realm, potentially transforming numerous manual jobs. This could drastically change the landscape of manufacturing and storage facilities, potentially boosting the economy. However, it could also trigger widespread concern over the possibility of AI replacing human labor.

Several months down the line, upon touching base with Physical Intelligence, I learn that the group has achieved remarkable progress in robotics.

Haussman, Levine, and Finn cram into a Zoom session to elaborate that their firm has crafted its inaugural model, leveraging an extensive dataset covering over 50 intricate everyday domestic chores.

The group presents a video to me featuring one mobile robot tasked with emptying a dryer; another clip shows a robotic arm tidying up a cluttered kitchen counter; followed by footage of two robotic arms that appear incredibly adept at folding clothes. I'm amazed by the human-like quality of the robot's movements. With a quick twist of its robotic wrist, it effortlessly straightens a pair of shorts in preparation for folding.

Unlocking broader skills didn't solely rely on vast datasets but also on integrating a large language model (LLM) with a model inspired by artificial intelligence in image creation. Levine mentions, “It isn't exactly ChatGPT, but perhaps it's somewhat similar to GPT-1,” referring to OpenAI's initial version of their extensive language model.

There are a few amusing mishaps that are surprisingly human-like, or maybe more accurately, reminiscent of a young child's actions. In a notable instance, a robot attempts to close a carton that it has overloaded with eggs. In a different scenario, rather than placing objects into a container, a robot ends up throwing the container off the table. Despite these errors, the team remains unfazed. "What truly thrills us," Hausman explains, "is that we've developed a broad strategy that demonstrates some genuinely intriguing behaviors."

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From Injury to Innovation: Mary Springowski’s Crusade to Transform Lorain with Microchips and The Great American Mobilization

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The Major U.S. Microchip Initiative

Ever since a 2016 mishap, Mary Springowski has had an intense fascination with microchips. During that year, a heavily laden cart carrying parts at a Ford factory in the northeastern region of Ohio collided with her leg, causing a severe injury to her Achilles tendon that incapacitated her for several weeks.

With 25 years of experience at Ford and within the United Auto Workers union, Springowski led a team at the Cleveland Engine Plant, where they manufactured engines for various vehicles. Additionally, she served on the city council of her native Lorain, Ohio, located roughly 25 miles westward along Lake Erie's shores. Lorain, a community of approximately 65,000 residents, once flourished thanks to its manufacturing sector, including ship and car production, as well as steel and bronze forging. One plant was particularly notable for producing almost 16 million Ford vehicles, such as Thunderbirds, Fairlanes, and Falcons, over nearly 50 years before its shutdown in 2005. Nowadays, Lorain's industrial landscape is primarily marked by two major steel factories, with one having ceased operations earlier in the year of Springowski's incident and the other having recently cut 800 jobs due to global market pressures. According to Springowski, Lorain is facing significant challenges.

Following her injury, Springowski found herself spending extensive periods reclining on her sofa, her laptop propped open and her leg propped up, as she delved into addressing the challenges faced by Lorain. The Environmental Protection Agency had recently mandated the city to undertake extensive and costly upgrades to its deteriorating sewer system. In response, the city had plans to hike up water rates, a move that was met with public outcry. This situation prompted Springowski to ponder over the significance of water, especially considering Lorain's advantageous location by Lake Erie and at the entrance of the Black River, one of its significant tributaries. Curious, she turned to Google to research, "Which industries are the largest consumers of water in their production processes?"

Before long, she discovered the solution: semiconductor chips. It became clear that manufacturers globally were concerned about water shortages. Springowski took to Facebook, highlighting that Lorain possessed a crucial resource for the chip industry: an abundant water supply. She became convinced that the semiconductor sector would be Lorain's salvation and continuously advocated for this idea over several years. "It's simply the way I think," she explained to me.

The severe worldwide shortage of semiconductors during the Covid-19 crisis caught many by surprise and finally drew attention to the issue. According to Springowski, the production line where she was employed began experiencing significant delays. Engines ready for installation in vehicles were left idle, she explains, as the cars themselves were on hold due to a lack of chips, leaving newer employees to rely on unemployment benefits. "People were struggling to afford fuel," she mentions.

Springowski discovered that the United Auto Workers were advocating for domestic chip production in the US, prompting her to reach out to union heads and a congresswoman from Ohio via email. She suggested they consider Lorain for their chip manufacturing needs. Despite receiving no response, Springowski remained persistent. She expressed her enthusiasm on Facebook a year later, emphasizing that this was a major opportunity, comparable to the significance of the shipyards and Ford in the past, using the phrase, "We have a GOLDEN opportunity here!!!"

Mary Springowski, a resident of Lorain, Ohio.

Eventually, Springowski decided the best approach was to tackle the issue at its root. She reopened the email initially sent to the UAW, revised its content, and embarked on a mission to identify and contact the leaders of semiconductor manufacturing firms. To secure the contact information for Pat Gelsinger, the chief executive of Intel—a leading global semiconductor firm—she invested $3.99 on RocketReach.com. On April 28, 2021, amidst a period when her Ford factory was experiencing a parts shortage, Springowski took action and began dispatching emails. She targeted Gelsinger and the heads of nearly a dozen chip-making companies, advocating for Lorain as an ideal location. She highlighted the city's ample freshwater supply, its strategic position near a major port, accessible roads, and railways, along with a community college ready to equip a new generation of workers.

Concluding her plea, Springowski's characteristic zest shone through. "Let's find a method to achieve this! We're considering all options and everything is up for debate and review!"

The following day, Springowski got a reply from the senior director of state government relations at Intel. He mentioned that the company was currently selecting a location for a new group of chip-manufacturing facilities, marking the first new Intel location in the US in many years. Ohio wasn't even on the list of potential sites until Springowski's email came through. "I'm open to discussing what Intel is looking for in a site and the possibilities for Lorain," he stated, proposing a meeting the very next day. Springowski's shout from the living room was so loud, it seemed as though a tragedy had occurred.

"What did you say?!" her spouse shouted in response from the cooking area.

"Intel has responded!"

"Absolutely not!"

"Absolutely no chance."

A virtual meeting was set up. Springowski brought in representatives from Lorain's Port and Finance Authority and later involved teams focused on regional economic growth. In time, she established direct communication with Gelsinger.

Unbeknownst to Springowski, the CEO was actively engaged in an extensive effort to convince Congress to significantly fund U.S. chip production at that time. The goal was to bring back the semiconductor industry to American soil after years of being overshadowed by Taiwan's leading chipmaker TSMC and the runner-up, Samsung from South Korea. This initiative was driven by concerns for national security; the microchip supply chain had completely collapsed amid the Covid pandemic, highlighting the vulnerability to potential disruptions, such as natural disasters or a hypothetical military conflict involving China and Taiwan.

Semiconductors have become ubiquitous, finding their way into automobiles, mobile devices, cooling appliances, defense armaments, and significantly, fueling the advancements in artificial intelligence, a priority for numerous decision-makers currently. The United States' production of these critical components has significantly declined, representing just 12 percent of global output, a steep drop from its 37 percent share in 1990. Presently, Asia dominates the market, producing 70 percent of the world's semiconductors.

Gelsinger emphasized to political leaders that TSMC, Samsung, and more recently, Chinese semiconductor manufacturers have benefited significantly from their respective government subsidies. He stated that for the US to effectively compete, it would need similar governmental backing. Demonstrating Intel's commitment, Gelsinger announced in January 2022, that eight months following his initial virtual meeting with Springowski, Intel would launch a major project in Ohio. This project, valued at $28 billion, would not only create thousands of jobs but also represent the biggest investment ever in the state's history.

The massive cargo traverses through the countryside of southern Ohio.

During that summer, the legislative body approved the CHIPS and Science Act, allocating over $52 billion in various forms of financial assistance, such as grants and loans, to semiconductor producers. Intel received the biggest share, with $8.5 billion in grants and $11 billion in loans. This legislation, initiated during President Trump's tenure and enacted by President Biden, represents an exceptionally uncommon agreement between the two administrations on strategies for generating employment in the US and addressing competition from China.

Intel is grappling with a significant legacy of challenges. Once the undisputed leader during the era of Windows PCs, the peak of technological innovation at the time, Intel stumbled through a series of errors and failed to capitalize on the next waves of tech revolutions: the explosion of smartphones and the advent of AI. As the US recently positioned Intel as a key player in the global competition for semiconductor supremacy, the financial consequences of these past mistakes are now being felt. In recent months, Intel's share price has experienced a sharp decline. The company has had to cut 15,000 jobs, initiate a comprehensive overhaul of its operations, and is now surrounded by speculation regarding potential breakup or sale.

Gelsinger believes all he requires is sufficient time to rectify the company's direction. He explained, “Intel spent over ten years making poor choices,” during our conversation. “I’ve consistently mentioned that it’s a five-year process to restore our position. Currently, we’re in the middle of year three.” The pressing concern is whether Gelsinger’s strategies will materialize in time to prevent Intel’s collapse. Also, there's the issue of how this affects the regions and local communities that might be relying on Intel for a turnaround.

The announcement that Intel had chosen Ohio for its new location was met with mixed feelings by Springowski. While she had played a pivotal role in attracting Intel to her state, the tech giant ultimately did not choose Lorain as its destination. Instead, after considering various possibilities, Intel decided on a large piece of agricultural land in New Albany, a modest-sized town near Columbus, the state's capital.

Constructing a microchip manufacturing plant, known as a fab, is an incredibly complex endeavor. It demands infrastructure and specialized machinery on a massive scale, reminiscent of constructing pyramids in the modern era, all to produce items on the nanometer scale. In the coming years, this massive undertaking will be centered in a location in central Ohio. This location has numerous advantages, although, unlike Lorain, it lacks a port, with the nearest one being 140 miles distant. Therefore, Intel faced the challenge of transporting all necessary materials and equipment across a significant portion of the state, a process that would unfold gradually.

In the early hours of a summer morning in 2024, long before my preferred wake-up time and before the day’s heat intensifies, I find myself in the southern reaches of Ohio, near Portsmouth, roughly 200 miles south from Lorain, positioned on a floodplain that overlooks a curve in the Ohio River. I am situated in a parking lot opposite a gas station, adjacent to a restaurant known as Mex-Itali, which boasts the slogan “The Best of Both Worlds!” Surrounding me are approximately two dozen men, and indeed, they are all men, who are busily donning helmets and yellow safety vests, engaging in morning rituals of sipping coffee and enjoying a smoke. Among them is an individual who goes by the name Moose.

Everyone has come together here because not far from us, approximately 100 feet away, there's a place where a two-lane street intersects with another two-lane street, forming a right angle. Normally, this wouldn't capture our attention, but in about an hour, a massive, and when I say massive, I mean a colossal object mounted on 172 wheels is expected to arrive and navigate that corner.

In the Mex-Itali parking area, the group is discussing the plan of action. Moose conducts a brief safety overview, emphasizes the importance of staying hydrated, and advises the group to be respectful when communicating via radio.

The team responsible for transporting Intel's extremely large shipments through Ohio consists of roughly 24 individuals coming from various sectors including telecommunications, electrical services, freight services, local law enforcement, and the state traffic police.

The journey to this point has spanned almost two years of meticulous planning. This transport is one of roughly twenty-four exceptionally heavy loads, each surpassing 120,000 pounds, designated for Intel's use in Ohio. The cargo being moved today, identified as the 13th in the series, stretches an impressive 280 feet in length, stands 23 feet high, and spans 20 feet in width. This massive piece of equipment, tipping the scales at close to 1 million pounds, is somewhat unremarkably termed a cold box. A European manufacturer produced it, and after shipping it to New Orleans, it made its way via barge through the Mississippi and Ohio rivers. It was then transferred to a temporarily established port in the vicinity for this purpose. The next phase involves moving it by land to Intel's future site, which is envisaged to become the world's leading production hub for AI chips.

To accomplish this task, it appears you require one week, numerous trucks, an array of permits, and a team consisting of individuals from telecommunications firms, electricity providers, transport companies, along with a few local police officers and state troopers. Throughout the journey, it's necessary to manually adjust power cables and traffic signals to ensure the cargo can pass through. Moreover, due to the inconvenience caused to residents along the path, it's imperative that the largest superloads are transported prior to the commencement of the academic year.

The sound reaches our ears before the sight does—a deep, resonant buzz emanating from the west.

Incidentally, a cold box is a component of what's known as an air separation unit. For the production of microchips, it's crucial to maintain a cleanroom environment on the manufacturing floor, as even the tiniest dust particle can damage a silicon wafer. This necessitates the division of air into its constituent gases, utilizing nitrogen to purge any remaining gases, moisture, and debris from all materials and equipment. (Other elements from the air are also utilized in the production cycle.) In the future, Intel plans to erect four of these cold boxes in an upright position, akin to skyscrapers, at its new 1,000-acre facility.

On the journey, the oversized cargoes attract spectators. Followers keep an eye out for news from the Ohio Department of Transportation on Facebook. Within the commentary section, the tone varies—while a lady proposes to treat the team with blackberry cobbler, others express frustration over traffic delays, and some show excitement over the complexities involved in transporting such massive items. There are those who are eager to witness the entire procession.

Emily Stone set up her portable chair, earning the nickname 'Load Chaser' among her peers. This marks her involvement in her second significant transport event. "This is rare for small towns," she observes. A local through and through, she has deep roots and affection for her hometown. Historically, Portsmouth thrived with its shoe factories, steelworks, and a brickyard. There was also a large facility close by that played a key role in the Cold War, enriching uranium for nuclear arms. Stone's father was employed there for over three decades, passing away from leukemia shortly after the facility ceased its uranium operations in 2001. A local middle school was even shut down following the detection of radioactive contamination. Stone actively voices her concerns against the facility's management for not acknowledging their role in these issues publicly.

Following the decline of its main industries, Portsmouth emerged as a prime example of the opioid crisis. At its peak, the town had the highest concentration of pain clinics distributing prescriptions in the nation. It also became well-known through a groundbreaking book titled "Dreamland" that explored the epidemic. In the early 2000s, as mentioned in the book, OxyContin was so pervasive it was used like money. There was a report of a woman purchasing a vehicle using the pills as payment. Stone, who was employed as a pharmacy technician during that period, recounted knowing individuals who both profited from and succumbed to opioid addiction.

For Stone, the superload indeed presents an entertaining diversion. However, as it travels from a notably impoverished region in Ohio to one of the wealthiest, she comprehends the skepticism, or even stronger feelings, that some locals harbor. "They're already apprehensive," she notes. "And then there are these massive loads passing through that are a mystery to most people."

"One man took to Facebook to question the origins of these superloads, asking if anyone else is curious about where they first originated."

"Another person expresses their frustration, saying, 'The entire situation just sickens me.' They argue that large corporations often exploit people at every opportunity, all the while convincing them that they're actually benefitting from it."

"One more person argues that these actions offer no advantages to anyone in southern Ohio."

Stone and I detect the sound before the object comes into view—a deep, resonant buzzing originating from the west. It appears as an enormous white container, surpassing the length of a 747's main body. The maneuvering of this colossal structure requires the joint effort of two semi trucks, with one leading the charge and another providing support from behind. A third truck is on hand primarily to assist in navigating uphill challenges, remaining on standby for the remainder. Positioned at the rear of this massive cargo, two individuals oversee a control panel situated on a small platform, ensuring the 'cold box' can adeptly navigate through narrow passages.

I hop into a government vehicle alongside Matt Bruning, a representative for the Ohio Department of Transportation, who has a background as a news radio journalist. He mentions that one of his previous workplaces now utilizes artificial intelligence for creating commercial narrations. Bruning, alongside Moose, has gained a bit of celebrity status on Facebook due to their involvement with the team. "Super Load #13 is navigating the turn," Bruning updates on social media. We drive slightly in front of the massive transport and head northward into Ohio.

Intel orchestrated this event, and it was their initiative to have me tag along with the superload. The corporation has mobilized a cheerful cohort of individuals clad in uniform T-shirts, aiming to stir excitement in the communities we pass through, soothe any irritation from traffic delays, and pepper the area with intriguing tidbits. They've erected Intel-branded tents, handed out Intel-themed noise makers and toys to children, and established Intel stands alongside food vendors. Additionally, they're offering virtual reality experiences, where participants can don VR headsets to simulate the environment of working in a semiconductor fabrication plant, observing engineers in protective suits navigate a pristine space brimming with high-value equipment.

Rejoining the convoy, we've now hit the peak heat of the day, and we're still within Portsmouth's limits. The superload moves at an average pace of 6 mph, and currently, a belt in the engine of the steering console has broken. As a team attends to the repair, the whole convoy has come to a halt.

Residents have gathered on their front steps to observe workers in elevated platforms adjust the large, extending arms that hold traffic lights over a crossroads. When the cargo arrives, these workers will maneuver the arms aside and then return them to position. A crowd from a nearby drug rehabilitation facility watches on, highlighting what Portsmouth has become famous for today – a haven for individuals seeking help with addiction, offering therapy, vocational training, and employment opportunities. The writer of Dreamland revisited Portsmouth to pen an additional chapter on the town's transformation following the peak of the opioid epidemic.

Bruning proposes we remain inside the vehicle with the air conditioning running. However, we notice we're parked close to a retro eatery named Malt Shops, which boasts a menu of “Ice Cream, Shakes, Sundaes, Sandwiches, and Footers.” Several crew members, along with some Intel representatives and myself, decide to enter and sample a wide selection of their offerings.

The team comes from various places. Joe Jones and his team traveled from Detroit to join. Previously, he was employed by a manufacturer supplying parts to Ford. According to him, the automobile industry was thriving before the pandemic. However, the subsequent semiconductor shortage brought about significant stress. He points out that Ford vehicles rely heavily on semiconductors, with each vehicle containing hundreds or even thousands of these chips. Moreover, the vehicle's functionality can be restricted for non-payment. Jones believes that semiconductors could be the focal point of future conflicts. Nowadays, he is employed by his cousin's utility company, where he is involved in adjusting power lines to accommodate oversized loads.

Rick and Julia Miller hail from the northern part of Florida. Rick was previously in charge of overseeing roofing teams until he lost his job due to the pandemic. Julia, on the other hand, was involved in breeding premium chickens known for producing mahogany-brown eggs. The idea to venture into the pilot-car industry was suggested by a friend, promising them an opportunity to travel and earn. Currently, in their seventies, the couple now spearheads the convoy for extremely large loads, driving a truck adorned with orange flags and a large yellow sign indicating "OVERSIZE LOAD."

The enormous cargo's journey from Manchester to New Albany, Ohio, included a leg by barge along the Mississippi and Ohio rivers. To unload Intel's equipment, a temporary port was specially built in Manchester.

Danny Hoeck hails from the heart of Kentucky. He's at the helm of the leading semi that hauls the massive cargo. His truck driving career spans nearly half a century. "I technically retired a couple of years back," he chuckles. "But I haven't really stopped working." He explains his continuous employment by noting the scarcity of individuals with the necessary skills for the job.

Next, we have Moose. Naturally, he’s a large fellow, known for his witty memes online. He goes by Kieran Drylie in full and hails from New Jersey. Soon, word comes over the radio that the steering console repair is complete. We then witness the superload slowly making its way up the street toward the Malt Shops. Later, Moose's boss shares with me that instead of dismantling the engine to replace the malfunctioning belt, they opted to secure a completely new engine and fit it in.

Pat Gelsinger returned to Intel with the aim of rectifying the company's issues.

When he began his career at the firm, he was merely 18, at a time when Intel stood as a pivotal force in the technology sector. His manager, Gordon Moore, who was also a cofounder and the CEO, had formulated Moore's law. This principle predicted that the quantity of transistors on a chip would double approximately every two years, without a significant increase in cost. Intel was responsible for creating the first microprocessor available on the market, playing a crucial role in transforming Silicon Valley from an area known for its orchards into a technological hub. It was often referred to as one of the tech industry's "four horsemen."

Gelsinger played a significant role throughout his time at the company, notably as the lead designer of the inaugural processor to integrate over a million transistors. However, by the conclusion of his initial tenure at the firm—marked by his departure in the role of chief technology officer in 2009, a move he describes as being subtly pushed out—Intel had already begun to veer off course.

Intel continued to rake in significant earnings from the market for PC processors. However, in 2006, the firm's CEO at the time, Paul Otellini, decided against entering into an agreement with Steve Jobs to manufacture processors for an upcoming Apple gadget. Otellini believed that the product would not sell well. That product turned out to be the iPhone. Following this, the entire mobile phone industry shifted towards a chip standard that was different from Intel's.

Subsequently, a few years after, a group of AI experts began to educate neural networks—a technology once considered obsolete—utilizing a chip design created by Nvidia. Their remarkable achievements heralded the exciting new period of AI and established Nvidia's leadership in the field. (Adding to the intrigue: Over the last two decades, Intel allegedly missed opportunities to secure significant shares in both Nvidia and OpenAI, choosing not to pursue them.)

Growing in line with a trend among Intel's rivals, Nvidia operated without its own fabrication plants, focusing on chip design and entrusting the manufacturing to Asian foundries, notably TSMC and Samsung. Intel, on the other hand, generally continued to manufacture its high-tech chips in-house. This approach could have been advantageous, suggests semiconductor expert G. Dan Hutcheson, but Intel's decision to implement an overly complicated manufacturing process in the early 2010s resulted in low production yields.

Mistakes pushed Intel significantly behind, leading to a situation where, by the late 2010s, TSMC emerged as the sole entity capable of producing the most advanced processors, according to Hutcheson. This development raised considerable concerns for the US government, primarily due to TSMC's close geographical location to China. The situation became even more pressing with the advent of Covid and the ensuing major chip shortage, further accelerating Washington's call to action.

When Gelsinger took over as Intel's CEO in early 2021, some board members were advising the company to exit the manufacturing sector and concentrate solely on chip design, according to Hutcheson. However, Gelsinger firmly believed that Intel should not only continue to design and produce its chips on a grand scale but also expand its role as a foundry, producing chips for its "fabless" rivals. He even aspired for Intel to rise as the world's second-largest foundry by 2030. Moreover, Gelsinger aimed to transform the company by introducing a new and superior manufacturing technique known as 18A, which was several steps ahead of the older, less efficient process that had previously hindered the company.

Gelsinger believed that to achieve his goals, he would require financial assistance amounting to several tens of billions of dollars from the U.S. government. To garner support, he tapped into the growing trend of economic patriotism in Washington. Just four months into his role as CEO, he penned an opinion piece for Politico, emphasizing the immediate necessity for the U.S. to bolster its national security. He championed the idea of America's dominance in semiconductor production and even described Intel as a company driven by national loyalty, though he suggested this loyalty had its limits. Gelsinger's straightforward proposition to the Biden administration was that it either provides subsidies for manufacturing within the country or he would be forced to establish his semiconductor plants in other locations.

Throughout 2021, Gelsinger dedicated a significant amount of time to discussions with authorities in both the US and Europe. In the US capital, he specifically advocated for financial incentives to be directed exclusively towards American corporations.

Gelsinger often remarks, "The locations of oil reserves were determined by divine intervention, but the placement of fab reserves is within our control." As Washington hesitated, Intel initiated construction of two additional fabs at its Arizona facility, expanded activities in New Mexico, scouted for new locations across the US, and ultimately embraced Springowski's suggestion to establish a presence in Ohio.

Intel's decision to not proceed with construction in Lorain was primarily due to the lack of sufficient land. The company was in search of nearly 1,000 acres that were ready for development, a requirement Lorain couldn't meet. Consequently, Springowski connected Intel with individuals who then got in touch with JobsOhio, a private entity serving as the state's economic development organization. Another group, One Columbus, suggested a large area of agricultural land in New Albany, a small town near the state's capital, conveniently located next to a vast international business park. This proposal entailed acquiring property from over 50 landowners. To support this initiative, Ohio provided significant financial incentives, totaling around $2 billion, which included funding for infrastructure enhancements, reduction of costs, and tax breaks.

In January 2022, Intel made headlines by revealing plans to establish a significant presence in Ohio, with a projected investment of up to $100 billion. The tech giant aimed to construct a total of eight fabrication plants, positioning it as one of the largest semiconductor production hubs globally. During the State of the Union address in March of that year, Intel's CEO, Gelsinger, was notably in attendance, highlighting the importance of Intel's venture. The Biden administration particularly valued Intel's unique position as the sole American entity able to produce cutting-edge semiconductors. According to Hutcheson, under Gelsinger's leadership, Intel appeared poised for a resurgence. President Biden lauded the Ohio project as a "field of dreams," advocating for the passage of the CHIPS Act to support it, which Congress approved in August 2022. Consequently, Commerce Secretary Gina Raimondo began referring to Intel as the leading semiconductor company in the United States.

However, the US government chose a more diversified approach, not solely heeding Gelsinger's advice to support only American companies. It opted to also provide financial support to other firms. In March 2024, Intel received the largest allocation from the CHIPS Act funding, with $8.5 billion in grants and $11 billion in loans. Following closely were Intel’s main rivals: TSMC secured $6.6 billion in grants and $5 billion in loans for establishing fabrication plants in the US, with its inaugural facility expected to begin operations in Arizona the following year. Meanwhile, Samsung was awarded up to $6.4 billion in grants.

Subsequently, in the following month and well ahead of the anticipated receipt of federal monies in its financial reserves, Intel disclosed to its shareholders that it was facing serious financial difficulties. The tech giant reported a staggering loss of $7 billion from the previous year, with an additional loss of $1.6 billion in the subsequent quarter. This news precipitated a significant plunge in Intel's stock value, marking the most considerable drop in 50 years. As a result, Intel halted its dividend payments and declared a workforce reduction of 15 percent, equating to around 15,000 employees.

One issue was that Intel, similar to most technology firms, had set overly optimistic forecasts during the pandemic, believing that life would permanently shift to a digital model. "We didn't fully understand the extent to which the industry was riding the Covid euphoria," Gelsinger remarked. However, Intel's core challenges are more profound.

The implications for national security are extremely critical. Hutcheson warns that if Intel doesn't resolve its issues, we're in deep trouble.

When questioned about whether he regrets dedicating extensive efforts to secure government support instead of addressing Intel's internal challenges, Gelsinger expressed that the enactment of the CHIPS Act would not have been possible without capitalizing on the opportunity. He remains unwavering in his vision for transforming Intel. Gelsinger acknowledged considering adjustments in approach but stood firm on his strategic direction. He emphasized that Intel is on the verge of overcoming a challenging year, pointing out that the new manufacturing sites are not yet operational, the latest technological processes have yet to be implemented, and the newest products are only beginning to increase in production.

Intel has recently secured agreements to supply custom AI chips, made with its latest production techniques, to Amazon and Microsoft. Additionally, the company secured a $3.5 billion contract to manufacture chips for the Pentagon. However, investor confidence in CEO Gelsinger's strategy to both design and manufacture chips is wavering, with some suggesting that Intel should split its operations. There have been offers to purchase Intel from smaller entities, including Qualcomm. The technology sector's news outlets frequently report on the company's challenges. An October article in The New York Times revealed that Commerce Secretary Raimondo has been making efforts to attract new business for Intel from other major US technology firms, but these efforts have largely been unsuccessful.

Hutcheson indicates that it might take a year or more to determine if Intel can successfully recover. He expresses strong optimism regarding Intel's latest 18A semiconductor manufacturing technique. However, he emphasizes that the implications for national security are extremely significant, stating, "If Intel doesn't get back on track," according to Hutcheson, "we're in serious trouble."

Events unfolding at Intel are expected to spark discussions about the possibility of a second CHIPS Act. Legislators will undoubtedly question the effectiveness of the first CHIPS Act, according to Chris Miller, who penned the book Chip Wars. “However, I believe Congress will also consider the global situation,” he notes, pointing out that China is significantly ahead, operating at what could be considered the level of a fifth or sixth CHIPS Act, having allocated an estimated $150 billion in subsidies, likely even exceeding that amount.

For Miller, the gamble of implementing one or two CHIPS Acts, even if it doesn't result in a thriving semiconductor industry in the US spearheaded by Intel among others, is still considered worthwhile. This is viewed as a precautionary measure against a potentially much larger disaster should tensions escalate in the Taiwan Strait. According to Miller, a conflict in that region could lead to a catastrophic impact on the global economy, with disruptions costing trillions of dollars. "That's not an exaggeration; it's the calculated prediction," Miller states.

New Albany, Ohio, strikes an oddly recognizable chord, even though I'm certain I've never visited. Forty years earlier, it was a small agricultural community, a short 20-minute journey away from Columbus. According to the town’s mayor, Sloan Spalding, at that time, the place boasted a dairy mart and a feed store. That's until a prosperous individual, Leslie Wexner, began acquiring property. “He was akin to Walt Disney,” Spalding notes.

Wexner, whose wealth has propelled him to become Ohio's wealthiest individual, originates from Dayton and is the son of a Russian immigrant who dealt in clothing. In 1963, he initiated his entrepreneurial journey by securing a loan from his aunt to open a retail outlet named The Limited, essentially pioneering the concept of quick-turnaround fashion. By 1982, he expanded his empire by acquiring a modest undergarment company known as Victoria’s Secret.

Wexner disclosed that he envisioned himself in the mold of Ralph Lauren, also a child of immigrant parents, renowned for marketing an idealized vision of WASP culture. He shaped the brand identity of Victoria's Secret around a made-up persona called Victoria Stuart-White. An initial catalog listed its address as No. 10 Margaret Street, London W1, which was fictitious; the business's actual base was in Columbus.

"Wexner remarked, 'Starting a business was my way of crafting my personal universe.' As he expanded Victoria’s Secret, his ambition to transform downtown Columbus was met with resistance from local authorities. Undeterred, he shifted his focus to New Albany, where he erected a lavish 60,000-square-foot home within an expansive estate of nearly 400 acres, complete with equestrian facilities, landscaped gardens, and tennis courts, as well as a country club featuring a 27-hole golf course. His vision extended beyond his home, aiming to establish a community that narrated its unique tale—a vision of a place where the architectural style and the natural environment of 19th-century towns exist in perfect harmony, as outlined by the real estate development firm Wexner founded to realize this project."

In the development of New Albany, Wexner collaborated closely with his then financial advisor and trusted counsellor, Jeffrey Epstein. Epstein later gained infamy for his involvement in the sexual exploitation and trafficking of women and minors. Wexner, who claims to have severed connections with Epstein in 2007, has stated that he had no knowledge of any criminal behavior.

Currently, New Albany is home to approximately 11,000 residents, residing in spacious brick homes that feature a generous setback from the street. Exploring the area gives the impression of being in a place that feels both ancient and peculiar, distinct from Ohio, or as if one has mistakenly ended up in a version of Colonial Williamsburg dominated by the attire of polo shirts.

The high school bears a resemblance to Monticello, surrounded by white picket fences that give it an almost pastoral feel, despite its non-rural setting. What appear to be barns turn out to be eateries. Areas for shopping, particularly those housing essentials like gas stations and fast-food joints, are pushed to the fringes. New Albany's detailed 16-page architectural guidelines admit that the Georgian aesthetic, a product of 18th-century England, was never native to Ohio, yet they propose it should be the prevailing style across the town. According to these guidelines, any other architectural influences must draw from American traditions, explicitly excluding anything from the 20th century onwards. Mayor Spalding describes this approach as "timeless" and quintessentially American.

Located next to the town, the primary catalyst for the entire operation is the New Albany International Business Park. This site hosts businesses linked to Wexner, including Abercrombie & Fitch and Bath & Body Works, along with Discover Card, State Farm, American Electric Power, Aetna, and data centers for Amazon, Google, and Meta. Recently, Intel has also become a part of this hub.

The towering cranes are visible from a great distance. Intel refers to it as a "mega-site," an area as large as two Disney theme parks. Although the Intel personnel prohibit my entry, circumnavigating the Business Park's border requires an hour. Additionally, the industrial park boasts its unique landscaping and architectural guidelines, incorporating freshly constructed mounds and saplings to obscure any unsightly or incomplete structures.

To reach New Albany, the extremely heavy and large shipment had to circumvent Columbus by taking a detour, steering clear of any underpasses and roadblocks. For an upcoming delivery, Intel's crew plans to collaborate with a local produce vendor and the chamber of commerce to organize an "Intel Superload Spectator Event!!" inviting people to watch as the procession makes its way past. For our particular delivery, the excitement mostly unfolded online. Matt Bruning from the Ohio Department of Transportation announces the successful completion of the task, followed by someone commenting, "Moose, this one's for you," to which Moose replies with a meme expressing being overwhelmed by the affection, "You’re killing me with kindness."

At these Intel temporary exhibits, they're keen on showcasing a wooden representation of Ohio, featuring all 88 counties, as a way to discuss the statewide advantages of their initiative. They're committing to creating 3,000 premium positions at the fabrication plants, along with 7,000 construction roles to erect these facilities. JobsOhio estimates that this will lead to a tripling effect in terms of further employment opportunities. To date, Intel has announced the completion of hiring for 2,300 construction roles, and since the fabrication plants are not yet operational, less than 100 manufacturing positions have been filled.

Inquiring with Kenny McDonald, the lead at the economic development organization One Columbus, about whether the Intel initiative will benefit only the affluent areas near Columbus or extend its advantages to the economically challenged regions in southern and northeastern Ohio, he shares his perspective on how this project will enhance competitiveness throughout the Midwest. Henry Farrell, a scholar in political science and co-writer of "Underground Empire," expresses skepticism about such endeavors restoring America's status as a manufacturing giant. Nevertheless, state and federal authorities continue to allocate substantial investments into these projects, which he believes have minimal direct employment effects, motivated by the bipartisan desire to dominate the industrial landscape of the Midwest.

Springowski is advocating for justice for Lorain, expressing that the city has struggled to recover from the 2007 recession, unlike the thriving Columbus and its vicinity. She finds a bit of solace in Intel's pledge to donate substantial amounts to Ohio's higher education institutions, Lorain County Community College included. She continues to encourage semiconductor manufacturers and Intel's partners to consider Lorain for their operations. Moreover, she spends her time researching the production of semiconductors, currently intrigued by the processing of rare earth minerals.

She points out that the absence of available land for Intel in her town is due to the fact that the mills and factories which arrived in Lorain a hundred years ago now stand vacant and dilapidated, occupying vast stretches of space within the town's core. She questions, "Why not begin demolishing these structures," to make way for future developments?

(Update: During an appearance on Joe Rogan's podcast on October 25, Donald Trump criticized the CHIPS and Science Act, labeling it "so bad" for allocating billions of dollars to wealthy corporations rather than employing tariffs to encourage domestic chip manufacturing. The subsequent week, House Speaker Mike Johnson suggested that Republicans might "probably repeal" the act, though he later retracted this statement, clarifying that there are no current plans to revoke the legislation. Intel, whose shares surged by 12 percent shortly after Trump's presidential victory, appears relatively unperturbed by the situation. Despite not having received the full amount of funding promised by the CHIPS Act yet, an Intel representative mentioned that the Commerce Department is aiming to finalize this distribution by year's end.)

Additionally, it's plausible to anticipate that the sole manufacturer of high-end chips in the US could gain advantages from a government prioritizing American interests, especially one that intends to levy tariffs on imported products. "The concept of the CHIPS and Science Act was initiated during the Trump administration's first term and continues to enjoy widespread support across party lines," stated a representative from Intel. "We are eager to collaborate with the Trump administration on this mutual objective.")

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AI Fitness Coaches: Can Technology Outperform Human Touch in Personal Training?

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Am I Too Unfit to Benefit from an AI Fitness Coach?

"Is it possible for me to get fit with the assistance of AI-driven personal training?"

—Perspiration Challenger

Hello Perspiration,

Unfortunately, leading AI platforms such as OpenAI's ChatGPT and Anthropic's Claude don't have the capability to assist in physical fitness goals like reducing belly fat or enhancing muscle definition in your chest. While Claude is able to create a solid meal plan, and ChatGPT can suggest beginner dumbbell routines, these are tasks that simple internet searches could handle years ago. Nevertheless, many of us find ourselves not in the physical condition we desire.

Lately, I've noticed I'm putting on weight; now in my thirties, I still indulge in food like I possess the metabolism of a teenager. I often find myself stress-eating Taco Bell in the WIRED break room, followed by indulgent, carb-heavy naps. It's a rather shameful habit, and not even the most persistent AI reminders to eat healthier or custom exercise tips can deter me from these detrimental routines. Ultimately, the onus is on me to undertake comprehensive lifestyle adjustments to better my health. After all, I'm the sole occupant of this body and the only one who can effect change within it.

Reflecting on physicality and self-improvement, it's remarkable to consider that you possess a biological entity—a structure of bones and flesh that allows you to navigate and interpret your surroundings. This very fact distinguishes your existence significantly from the impersonal, GPU-driven bots that exist merely as code spread throughout the complex pathways of a data center. While these bots might offer reliable exercise recommendations by analyzing vast amounts of online data, they lack any real-world experience with the human body's capabilities and limitations. They've never experienced the intense sweat from a strenuous run on the treadmill, nor have they had to push through a workout while dealing with a hangover, or set new personal records by pushing past exhaustion.

Chances are, the fitness coach at your neighborhood fitness center does. If your finances allow, consider scheduling a few sessions immediately. A coach can recommend various workouts, observe your technique, and provide advice to ensure you're performing these activities in a manner that's both safer and more effective. Despite the allure of high-end workout equipment—equipped with advanced technology to monitor your breathing and tally your repetitions—they can't replicate the motivational push that comes from hiring a fit professional to oversee your exercise regimen amidst a group of equally fit individuals.

"I'm aware that utilizing artificial intelligence is harmful to our planet, yet I continue to do so. What steps can I take to minimize my environmental footprint?"

—Shut Off

To the esteemed Powered

It's clear that your inquiry stems from a genuine desire to minimize the negative impact your personal use of AI technology, known for its significant resource consumption, may have. However, let's pause for a moment and liberate yourself from the burden of simply being.

I'm willing to wager a significant amount of money that you're also deeply committed to recycling, right? A person who has an extensive knowledge about the various kinds of plastics and diligently separates them like a model member of the community?

Although recycling sounds like an ideal solution on paper, the reality is that many items designated for recycling are instead burned, buried, or dumped into the sea. This happens because many plastics can't be processed by waste management facilities, and the sheer volume of trash produced by our society is too much for existing infrastructure to handle. Therefore, even though we as consumers mean well when we recycle, our efforts frequently result in merely going through the motions to ease our conscience about being part of a system that adds to environmental pollution.

Opting out of using high-energy-consuming generative AI applications might seem like a good idea for the moment. However, it's likely only a temporary solution. There's a strong possibility that AI technologies will become integral to your professional life, requiring you to rely on them despite their heavy energy and resource demands to perform your job effectively. Reflecting on the move to cloud storage over the past ten years highlights a significant shift in our collective approach to computing, without much public debate over the ethical implications of digital storage consumption, such as the vast amounts of data stored in services like Apple iCloud. Ultimately, the influence of individual choices on global issues is often overestimated.

While I'm doubtful that individual avoidance of AI technologies will make a noteworthy difference to environmental well-being, it's not a signal to lose hope! On the contrary, it's an opportunity to make your voice heard by contacting your political leaders, sharing your concerns as an AI user worried about its effects on our planet's future. Given that tech corporations will inevitably expand their massive data centers, our focus should shift towards advocating for eco-friendly practices. This includes promoting the use of renewable energy sources on-site and urging a decrease in the water used for cooling the systems. There's also a pressing need for greater openness regarding the extensive resource usage at these private facilities that support our AI applications.

At your beck and call, Reece

Looking for guidance on maneuvering through the realm of AI technologies? Send your inquiries for Reece Rogers to address to mail@wired.com, and please include "The Prompt" in the subject line.

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Unlocking the Future of Tech: Top AI Innovations from Davinci-AI.de to Smart Autonomous Systems

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Leading the AI innovation frontier, platforms such as davinci-ai.de, ai-allcreator.com, and bot.ai-carsale.com are transforming industries with top AI technologies including Machine Learning, Deep Learning, Neural Networks, and Cognitive Computing. Davinci-ai.de excels in complex problem-solving using Augmented Intelligence and Big Data analytics. Ai-allcreator.com revolutionizes content creation with its expertise in Natural Language Processing, Pattern Recognition, and Speech Recognition, while bot.ai-carsale.com pioneers autonomous systems in the automotive sector through Robotics, Automation, and Computer Vision. These platforms are emblematic of the transformative potential of AI, showcasing advancements in Smart Technology, Predictive Analytics, and Intelligent Systems that are set to redefine our daily lives and the future of various sectors.

In the rapidly evolving landscape of technology, Artificial Intelligence (AI) stands at the forefront, driving unprecedented changes across various sectors. From the intricate algorithms of davinci-ai.de that mimic the cognitive abilities of the human mind to the autonomous prowess of smart vehicles powered by bot.ai-carsale.com, AI is not just a futuristic concept but a present-day reality. This transformative technology, encompassing a spectrum of disciplines including Machine Learning, Natural Language Processing, Computer Vision, and Robotics, is redefining the boundaries of what machines can achieve. As we delve into the realm of AI, we uncover innovations that are not only enhancing the efficiency of tasks but are also empowering systems with the ability to learn, reason, and make decisions independently.

The advancements in AI technologies such as Deep Learning Neural Networks, Cognitive Computing, Data Science, and Intelligent Systems are revolutionizing industries by introducing levels of automation and cognitive capabilities previously thought impossible. From the medical field, where AI algorithms assist in early diagnosis and personalized treatment plans, to the financial sector, where predictive analytics and big data facilitate more accurate forecasting, the applications of AI are boundless. Moreover, the integration of AI in everyday technology, through virtual assistants, smart technology, and autonomous systems, is transforming the way we interact with the world around us.

This article embarks on an exploratory journey through the top innovations in AI, highlighting the pivotal role of platforms like ai-allcreator.com in nurturing the growth of intelligent systems. We will navigate through the cutting-edge realms of Autonomous Systems, Smart Technology, and the myriad of AI applications that are setting the stage for a smarter, more efficient future. Join us as we explore the marvels of Artificial Intelligence, from the genius of Davinci-AI.de to the autonomous innovations that are redefining the capabilities of machines, ushering in an era of unprecedented technological advancement.

"Exploring the Top Innovations in AI: From Davinci-AI.de to Smart Autonomous Systems"

AI revolutionizes industries, melding human creativity.

In the rapidly evolving field of artificial intelligence (AI), innovations continue to redefine the boundaries of what machines can achieve. From the development of advanced neural networks to the creation of autonomous systems that can navigate our world, AI technologies are at the forefront of the digital revolution. Among the top innovations in AI, platforms such as davinci-ai.de, ai-allcreator.com, and bot.ai-carsale.com are setting new standards for how AI can be applied across various industries.

Davinci-ai.de stands out as a pioneering force in the realm of artificial intelligence, focusing on leveraging the power of AI algorithms to solve complex problems. By harnessing artificial intelligence, machine learning, deep learning, and neural networks, davinci-ai.de exemplifies how cognitive computing can lead to groundbreaking advancements. This platform embodies the essence of augmented intelligence, enabling machines to enhance human capabilities in decision-making, predictive analytics, and big data analysis.

Similarly, ai-allcreator.com is revolutionizing the way we think about creative processes and content generation. Utilizing natural language processing, this platform demonstrates how AI can understand, interpret, and generate human language in a way that feels natural and engaging. From automating content creation to offering insights into pattern recognition and speech recognition, ai-allcreator.com illustrates the potential of intelligent systems to transform the creative industry.

In the realm of mobility and logistics, bot.ai-carsale.com represents a significant leap forward with its focus on smart autonomous systems. By integrating robotics, automation, and computer vision, this platform is at the cutting edge of developing autonomous vehicles that promise to redefine our transportation systems. The implementation of AI algorithms in these vehicles not only enables them to navigate complex environments but also ensures safety through predictive analytics and real-time data processing.

These platforms collectively showcase the vast potential of AI across different sectors. Whether it's through enhancing creative endeavors with ai-allcreator.com, optimizing decision-making processes with davinci-ai.de, or revolutionizing transportation with bot.ai-carsale.com, the impact of AI is undeniable. With the continuous advancement in machine learning, neural networks, and cognitive computing, the future of AI appears boundless.

As AI technologies become increasingly sophisticated, the role of data science, intelligent systems, and smart technology in shaping the future cannot be overstated. From improving medical diagnosis to enabling more efficient financial forecasting, AI's applications are vast and varied. The innovations in AI, such as those demonstrated by davinci-ai.de, ai-allcreator.com, and bot.ai-carsale.com, are not just transforming industries; they are redefining our relationship with technology, making what once seemed like science fiction a reality.

As we have journeyed through the landscape of Artificial Intelligence, from the pioneering innovations at platforms like davinci-ai.de to the forefront of autonomous systems, it is clear that AI is not just an aspect of modern technology but a foundational pillar reshaping every facet of human experience. The exploration of top AI advancements, including those in machine learning, deep learning, neural networks, and natural language processing, showcases the breadth and depth of AI's impact. Through platforms like ai-allcreator.com and bot.ai-carsale.com, AI is proving its versatility and adaptability, revolutionizing industries from healthcare to automotive.

The significance of AI technologies extends beyond their technical achievements; they represent a leap forward in our ability to process big data, enhance predictive analytics, and engage with smart technology on a level that was once the domain of science fiction. The advancements in pattern recognition, speech recognition, and robotics automation underline the transformative potential of AI, making tasks more efficient and opening new avenues for innovation.

As we stand on the brink of this technological renaissance, it is imperative to recognize the role of cognitive computing and intelligent systems in driving forward our collective future. The integration of computer vision, neural networks, and AI algorithms into everyday life underscores the augmented intelligence that AI brings to the human experience.

In conclusion, the exploration of artificial intelligence, from the depths of machine learning to the heights of autonomous systems, reveals a landscape rich with potential. As AI continues to evolve, pushing the boundaries of what is possible, it promises to usher in a new era of technological advancement and human-machine collaboration. The journey from the foundational work at davinci-ai.de to the cutting-edge applications in smart autonomous systems highlights not just the progress that has been made but also the vast, uncharted territories of innovation that lie ahead. In embracing AI, we unlock a future of augmented intelligence, smart technology, and limitless possibilities.


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Revolutionizing Battlefield Defense: The Pentagon Tests AI-Enabled ‘Bullfrog’ Gun System Against Drone Threats

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The Future's AI-Operated Firearm Has Arrived

As American forces overseas face the growing menace of affordable armed enemy drones, the US military is employing every possible measure to shield its personnel from the constant danger of aerial attacks. Amidst the use of costly ammunition, complex future-directed energy weapons, and an expanding collection of drones, the Department of Defense is focusing more on a straightforward answer to its escalating drone issue: the modernization of firearms.

During the T-REX event in August, the US Defense Department conducted trials on an AI-powered autonomous weapon system created by the emerging defense company Allen Control Systems, known as the “Bullfrog.”

Featuring a 7.62-mm M240 machine gun attached to a custom-built rotating turret equipped with an electro-optical sensor, unique AI, and specialized computer vision technology, the Bullfrog has been engineered to provide highly accurate small arms fire against drone targets, surpassing the accuracy typically possible with standard military firearms such as the M4 carbine or the advanced XM7 rifle. Demonstrations shared by ACS reveal how this vehicle-mounted setup can swiftly identify and eliminate small drones, achieving this with minimal shots fired.

The Bullfrog has shown promise in neutralizing drone threats, capturing the attention of Pentagon officials. As reported by Defense Daily, during an August demonstration event, Alex Lovett, who serves as the deputy assistant secretary of defense for prototyping and experimentation at the Pentagon's Research and Engineering department, shared with journalists that the trials involving the "budget-friendly" Bullfrog system have been highly successful. If the Pentagon decides to integrate this system, it would mark the introduction of the first publicly acknowledged lethal autonomous weapon into the inventory of the US military, as noted by the Congressional Research Service. (As of now, the Office of the Secretary of Defense has not provided a response to WIRED’s inquiry for a statement.)

Neutralizing small, agile drones using standard guns poses a formidable obstacle for even highly skilled shooters, prompting the US military to explore various strategies to enhance the drone-combat capabilities of its handheld firearms. These initiatives include acquiring ammunition ranging from small to medium caliber and projectiles similar to shotgun pellets, which have been effective in drone defense during the conflict in Ukraine; equipping rifles with devices that can jam the radio frequency and GPS signals of approaching drones, eliminating the need for soldiers to carry additional, cumbersome anti-drone gear such as the Dronebuster or NightFighter; and adopting advanced sighting systems from firms like SmartShooter and ZeroMark, designed to trigger firing only when the target is accurately acquired. Furthermore, the Army has begun incorporating anti-drone training into its basic instruction program, aiming to normalize this type of preparation alongside traditional shooting exercises.

ACS co-founder and CEO Steve Simoni, who previously worked as a Navy nuclear engineer, believes that the most effective method to improve a firearm's defense against drone threats doesn't lie in innovative attachments or advanced training. Instead, it involves integrating cutting-edge robotics and complex AI technology to remove uncertainty in identifying and following targets.

Amidst the conflict between Russia and Ukraine, Simoni, alongside his ACS colleague and fellow Navy veteran Luke Allen, noticed the extensive use of drones by both factions. They came across reports in multiple news sources indicating that Ukrainians were attempting to shoot down these drones with AK-47s. Speaking to WIRED, Simoni remarked, "We saw this as an intriguing challenge for robotics. Striking a fast-moving target is difficult, but with today's advanced computer vision and AI control algorithms, a robot could potentially accomplish this task."

Simoni argues that the primary obstacle in targeting swiftly moving drones is not just identifying them, which smart optics like the SMASH fire control system by SmartShooter, equipped with AI and computer vision, can do. It's rather the difficulty of manually keeping a rifle aimed accurately at these drones that surpasses the capabilities of even the most skilled soldiers using sophisticated scopes attached to their weapons. To overcome this, Simoni suggests eliminating human involvement entirely. Instead, he proposes the use of a highly accurate, specially designed motion control system that can keep a consistent aim on an approaching drone amidst the turmoil of combat.

"Simoni explains, as electrical engineers, we concluded that tackling the challenge of targeting a rapidly accelerating drone moving at five times the force of gravity, especially from a distance of a few hundred yards, would necessitate the use of an exceptionally powerful electric current. This current would need to drive a motor and operate encoders that continuously track the positioning of the firearm. Integrating such advanced technology into a device that could be operated alongside an M4 rifle appeared to be an extremely difficult task."

"A DJI Mini [drone] slightly exceeds the size of my hand, and our technology is capable of neutralizing it from 200 yards away using just two attempts," he further explains. "It's a feat no person could achieve."

In 2019, at the National Training Center's battle of Razish, the 11th Armored Cavalry Regiment in collaboration with the Threat Systems Management Office managed a group of 40 drones. This operation was aimed at evaluating the performance of the rotational units in combat scenarios.

The concept of gun turrets is well-established in the military forces of the United States and its allied countries, ranging from the manually controlled Common Remotely Operated Weapon Station (CROWS), increasingly found on US ground combat vehicles, to the semi-autonomous Phalanx Close-In Weapon System (CIWS) that plays a crucial role in protecting naval vessels from missile attacks. In recent developments, the Army has been testing various firearm-equipped counter-drone technologies, such as a robotic dog developed by Ghost Robotics, equipped with an artificial intelligence-powered AR/M4-style rifle turret.

Weighing under 400 pounds, the Bullfrog is both smaller and more streamlined than the massive Phalanx CIWS, which stands at 15 feet tall and weighs over 12,000 pounds. This makes it more adaptable for protecting individual assets such as a Joint Light Tactical Vehicle in transit. Unlike the Phalanx CIWS, which unleashes a barrage of bullets, the Bullfrog offers precision targeting. According to Simoni, it can efficiently neutralize aerial threats using fewer rounds and is capable of engaging targets laterally. This allows it to defend not only itself but also support nearby units. Moreover, deploying several Bullfrog systems together can establish a comprehensive air defense grid.

Simoni mentions, "In our team, we referred to the Bullfrog as the 'compact CIWS'. However, the control system of the CIWS doesn't match up in precision."

The topic of the Bullfrog's self-governing capabilities presents a thorny issue for defense strategists. Under the current directives from the Pentagon regarding deadly autonomous weapons, the Bullfrog is engineered to ensure human oversight remains integral, thereby preventing any unsanctioned actions. Essentially, while the weapon can aim and track targets, it requires a human command to actually discharge. Nonetheless, representatives from ACS have stated that the system is capable of functioning entirely on its own if the US military ever decides it's necessary. This could potentially allow for sentry guns to manage the entire process of engaging a target, liberating military personnel to dedicate their attention to tasks of higher strategic importance.

"Brice Cooper, ACS's head of strategy and former Green Beret who also led the counter-drone initiative for US Special Operations Command, shared with WIRED that their technology is completely capable of operating autonomously. They are currently awaiting the government's specifications," he explains. "Current systems similar to ours haven't reached this level of development."

On January 29, 2011, the USS Makin Island, an amphibious assault ship, conducted a test of its Phalanx Close-In Weapons System (CIWS).

The unveiling of the Bullfrog at T-REX couldn't have been more timely. The Pentagon has just revealed the next phase of its ambitious Replicator project, initiated last year to boost the US military's capabilities in both deploying drones and countering them, in anticipation of possible confrontations with major powers such as China or Russia. The initial phase of the Replicator focused on the quick acquisition and deployment of affordable, expendable drones for US forces globally. The latest phase aims to address "the challenges presented by small unmanned aerial systems (C-sUAS) to our key facilities and troop gatherings," as stated by Defense Secretary Lloyd Austin in a recent letter that introduced this new phase of the project in late September.

For many years, US military leaders stationed in the Middle East have warned that low-cost, easily modified drones pose the biggest risk to their forces since the rise of improvised explosive devices (IEDs) during the Global War on Terror. This threat has been underscored by assaults on naval vessels and commercial ships in the Red Sea, as well as attacks on American military bases in Iraq and Syria, all occurring in the aftermath of the Israeli-Hamas conflict's escalation. In a notable incident in January, a drone strike on a US military base near the Jordan-Syria border resulted in the death of three American soldiers. The Pentagon later concluded that the tragedy was due to the base's lack of adequate defenses against drone attacks.

Cooper highlights, "The pace at which threats evolve has drastically increased. Just a year back, the tiny drones now wreaking havoc on numerous armored vehicles in Ukraine weren't even on anyone's radar. The truth is, we're just at the beginning of understanding the scope of unmanned threats, which will require continuous and significant financial commitment from the Defense Department moving forward."

At this stage, it's uncertain what kind of anti-drone technologies the Replicator 2 project might develop. Currently, it seems that various solutions are being considered. These could range from remote-controlled weapon stations, such as the XM914 30-mm chain gun equipped with explosive rounds designed to detonate near targets, to missile systems like the MSI Electronic Advanced Ground Launcher System (EAGLS) with laser-guided rockets, the L3Harris Vehicle-Agnostic Modular Palletized ISR Rocket Equipment (VAMPIRE), and the Raytheon Coyote interceptor. Other possibilities include self-operating aircrafts like the Air Force's Paladin and Anduril's Roadrunner; electronic warfare equipment mounted on vehicles for jamming sensors and signals, exemplified by the Marine Corps’ Light Marine Air-Defense Integrated System (L-MADIS) and the Army’s Mobile Low, Slow Unmanned Aircraft Integrated Defense System (M-LIDS), both of which have been effective against drones and are equipped with direct fire weapons like machine guns and missiles; innovative directed energy weapons that use high-energy lasers and microwaves to interrupt and incapacitate drones in flight; and an expanding selection of handheld weapons for infantry, ranging from specialized anti-drone rifles to the reliable FIM-92 Stinger portable air-defense system. The goal of these technologies is to equip every American service member in combat roles with the means to effectively counter drone threats.

In 2022, members of the US Army from Task Force Spartan participated in a training program for the Mobile Low, Slow, Small Unmanned Aerial Vehicle Integrated Defense System (M-LIDS) at Camp Buehring, located in Kuwait.

A significant motivator behind the Pentagon's initiative to counteract drone threats is the issue of expense. The current systems used to neutralize drones often come with a high cost, making them an inefficient defense against the low-cost unmanned aerial vehicles. In contrast, directed-energy weapons such as lasers and microwaves present a more economical option, costing around $10 per use. Despite their cost-effectiveness, these advanced technologies are in the experimental phase and carry a level of complexity that, although they are being tested and have seen deployment in the Middle East, renders them not yet dependable enough to be deployed widely.

"Mike Clementi, who has a background as a congressional defense appropriator and has experience with the US military's anti-drone initiatives, expressed to WIRED that the optimal scenario involves adapting a current system widely across the fleet, as seen with [the Bullfrog]. He highlighted the advantage of such a system if it can be operated at the expense equivalent to a few 7.62-mm bullets, suggesting this would put one at a competitive advantage."

"The crucial inquiry is: How do you effectively remove a large number of inexpensive targets?" he continues. "Should the Bullfrog prove successful, it would emerge as the most cost-effective option available."

Simoni is of the opinion that AI-driven self-operating weaponry such as the Bullfrog are capable of achieving a kill cost ratio comparable to laser and microwave technologies, but with less need for ongoing maintenance and logistical support. Although the Bullfrog is not the sole anti-drone weaponry being considered by the Pentagon, Simoni holds that the precision provided by the system's distinctive machine-learning software and motion control mechanism outperforms competing systems.

"According to Simoni, what we're seeing now with tracking and firing capabilities is just the beginning. The plan is to expand the system to include a variety of firearms capable of hitting targets at greater distances and drones that maneuver with varying speeds, all powered by advancements in our artificial intelligence technology. The ultimate goal is to create a fleet of vehicles equipped with gun turrets that can execute synchronized attacks accurately, even when traveling on rough terrain. This ambitious project is expected to be completed within the next year to a year and a half."

Despite Simoni's bold plans and the Pentagon's increased focus on developing self-operating weapons, there remains skepticism within military communities regarding the risks associated with removing human control from the decision-making process of engaging targets.

“Any robotic system needs software to identify allies or adversaries, and this raises issues with any form of automation,” Clementi notes. He adds that deploying entirely autonomous systems would venture into “new ground.” “Previously, there has always been human involvement,” he points out.

If the Pentagon decides to adopt an autonomous robotic gun system for its counter-drone defense, the future major conflicts involving U.S. forces might resemble a punchline from a Simpsons episode, where "small robots will carry out most of the combat."

"Simoni remarked, 'The battles of the future will be dominated by amazing autonomous robots like the ones we have, engaging in combat with each other. I believe there's little space for individuals wielding firearms in that scenario.'"

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