IM 852: Gluten-free Slop - AI at CES 2026

8 Jan 2026 · 2 h 39 min · 60 chapters

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In short

Topic

CES 2026’s AI-heavy shift

what’s real vs “AI washing,” major chip/infrastructure announcements (especially NVIDIA’s Vera Rubin), and the rise of “physical AI” robots—plus concerns about privacy, unintended consequences, and whether consumer AI products are actually useful.

Guests (backgrounds)

Jeff Jarvis

journalist/author; Professional Emeritus of Journalistic Innovation at Craig Newmark Graduate School of Journalism (CUNY), professor at SUNY Stony Brook and Montclair State University.

Paris Martineau

investigative journalist at Consumer Reports; recently recovered from flu (tamiflu mentioned).

Jason Heiner

editor-in-chief of The Deep View AI newsletter; on-the-ground at CES.

Key claims

  • CES is increasingly enterprise/industrial rather than consumer electronics, with AI mentioned constantly and many products still feeling like “solutions looking for people.”
  • NVIDIA’s Vera Rubin platform is a major leap: training at one-tenth the token cost, fewer GPUs needed (about one-quarter vs Blackwell), and earlier-than-expected rollout; NVIDIA is positioned as AI infrastructure, not just chips.
  • Robots are trending toward “physical AI,” including humanoids, robot arms, and kid-focused “emotional support” robots; these raise privacy and manipulation concerns.
  • Consumer AI skepticism is high; momentum is stronger in business automation and developer tools, aided by cheaper smaller/domain-specific/world models.

Notable examples

  • NVIDIA: Vera Rubin; Siemens + NVIDIA partnership for “AI factories” data centers using digital twins.
  • Robots: kid “emotional support” sock/panda-like devices; a laundry-folding concept (LG “butler”); mention of a toy retracted for teaching bomb-making.
  • Consumer AI skepticism example: a “talking refrigerator” that suggests recipes from what’s inside.

Written by AI. May contain mistakes. Listen to the episode to check what was said.

Chapters

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New Year and CES Expectations

1:56 to 2:55

Discussing the significance of AI in CES 2026 and the hosts' excitement.

“Time for the first Intelligent Machines of 2026.”

Introducing Jason Heiner and CES Insights

2:55 to 4:52

Jason Heiner shares insights from CES 2026 and the trends in AI.

“And we thought, well, who do we know that's on the ground there?”

The Evolution of CES and AI's Role

4:52 to 6:25

Exploring how CES has shifted from consumer electronics to AI-focused innovations.

“We can talk about it, but it certainly feels like it's on the upswing again.”

NVIDIA's Keynote Highlights and Innovations

6:25 to 7:20

Analyzing NVIDIA's announcements and the significance of their new chip technology.

“Used to be people would go there, vendors would go there because they were consumer electronics shops.”

The Impact of AI on Chip Development

7:20 to 8:52

Discussion on how AI is influencing chip development and industry standards.

“I can't figure out how to get it off my Lenovo X1 Carbon.”

NVIDIA's Position in the AI Landscape

8:52 to 10:12

Characterizing NVIDIA as a foundational player in the AI infrastructure space.

“I learned about the token economy in one.”

Partnerships and Future Directions for AI

10:12 to 12:01

Exploring NVIDIA's partnerships with Siemens and implications for AI's future.

“The crazy thing about it is, look, they already have the most powerful chips to train AI for inference, for all of the things, right?”

Cat Interlude and Game Development

12:01 to 12:53

Learn about the challenges of game development while amusing cat antics unfold.

“And the thing that, to Jeff's point, they communicate that so crazy.”

Discussing AI Generated Content and Its Perception

12:53 to 14:10

Explore the distinction between AI-generated content and human creativity while debating the quality of such outputs.

“And I was like, okay, now that makes sense.”

The Debate on AI Sophistication vs Slop

14:10 to 15:12

Delve into the conversation around AI's sophistication and the concept of 'slop' in machine-generated output.

“They agree that that's really the next thing because LLMs have their limitations and world models are taking in more real world data.”
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Rebranding AI: Shifts in Terminology

15:12 to 17:30

Understand the arguments for rebranding AI and the potential impacts on public perception.

“And by working together sort of software, Siemens essentially does digital twins.”

Challenges of Course Content on AI

17:30 to 19:10

Discuss the rapid evolution of AI and the challenges in keeping educational content current.

“I'm never going to see in the real world or that I couldn't afford.”

Effective Learning Resources for AI

19:10 to 20:20

Discover various resources to learn about AI and the importance of personalized education.

“becoming part of the real world and in products that you want to buy.”

Robots for Kids: A Double-Edged Sword

21:00 to 22:20

Analyze the implications of AI robots designed for children and their potential risks.

“one or I need to, or else I might break it.”

The Evolution of Emotional Support Robots

22:20 to 25:40

Examine the growing trend of emotional support robots and the controversies surrounding them.

“But it was, in a sense, addressing a little bit of like loneliness of that kind of thing.”

Consumer Robots and Their Viability

25:40 to 28:00

Discuss the feasibility and market presence of consumer robots showcased at CES.

Consumer Skepticism Towards AI Toys

28:00 to 29:58

Explore consumer attitudes towards AI-powered toys for children.

“of our sort of like you know half a million readers we asked them um would you give a robot an ai robot to or a robot an ai powered robot or toy to a child in your life 50 said no right off the bat.”

The Challenges of AI Integration in Consumer Products

29:58 to 32:06

Discuss the lack of compelling consumer AI products showcased at CES 2026.

“that I could see anybody I know in real life getting.”

Enterprise AI Developments at CES 2026

32:06 to 33:44

Learn about the focus on enterprise AI and its growing momentum.

“Because you can run a small model and it's a lot cheaper to run.”

The Role of Developers in AI Innovation

33:44 to 35:28

Understand the impact of developers on advancements in AI technology.

“You may be experiencing FOMU, the fear of messing up.”

Reflections on New Year's Celebrations

39:08 to 42:00

Join a light-hearted discussion about New Year’s traditions and experiences.

“Thank you, Monarch, for kicking our year off right.”

Tourist Experiences in New York and San Francisco

42:00 to 43:20

Hear about the peculiarities of being a tourist in New York and San Francisco, including avoidance of typical tourist traps.

“No San Franciscan ever goes to Giordale Square or Fisherman's Wharf.”

NVIDIA's Strategic Acquisition and Industry Implications

43:20 to 45:50

Discuss NVIDIA's recent acquisition strategy and its implications for the AI industry.

“while you were taking a couple of weeks off, while we were all taking a couple of weeks off.”

Open Weights vs Open Source in AI

45:50 to 47:10

Explore the distinction between open weights and open source in AI models and their significance.

“Doesn't this just sound like private equity, though?”

Controversies Surrounding Grok AI

47:10 to 48:40

Delve into the controversies Grok AI faced over inappropriate uses and its implications for the platform.

“I think intentionally people were using Grok to make non-consensual bikini pictures and nude pictures of people, even children.”

Funding Trends in AI Development

48:40 to 50:30

Investigate the recent massive funding trends in AI, focusing on Grok and its ambitions.

“So this gives you some idea of how overheated the market is.”

ChatGPT's New Role in Health Care

50:30 to 53:10

Examine ChatGPT's foray into the healthcare sector and the potential benefits and risks involved.

“Do you think China will be allowed to get Blackwells?”

The Challenges of Using AI for Medical Information

53:10 to 56:01

Discuss the potential dangers of relying on AI for medical advice and the importance of accurate information.

“Especially if you train it particularly on good health information, it should be good, right?”

Exploring the Training of AI Models

56:01 to 57:24

Learn about the sources and methods used to train AI models, especially in healthcare.

“where he got access that others don't have to a trove of really credible and important health data.”

The Importance of Credible Health Information

57:25 to 59:26

Discuss the necessity of trustworthy health information in AI applications.

“Maybe you guys have better doctors who talk to you.”

Patient Experience and Medical Information Gaps

59:27 to 1:02:52

Explore personal experiences highlighting the gaps in medical information provided by doctors.

“WebMD has come under a lot of criticism as a matter of fact.”

Political Perspectives on AI Regulation

1:02:53 to 1:06:09

Analyze political views on the regulation of AI technologies, particularly in Florida.

“Yeah, no, I came home a week in advance.”

Waymo's Challenges with Self-Driving Cars

1:06:10 to 1:09:18

Understand the issues Waymo faced during traffic light outages and their solutions.

“At the same time, DeSantis wants to restrict the growth of data centers that fuel AI efforts by stopping any state subsidies to tech companies and curbing such facilities from drying up local water resources.”

Innovations in AI and User Interaction

1:09:19 to 1:10:01

Learn about creative user interactions and practical solutions for AI-operated vehicles.

“And then I feel like I'm being a jerk because I've closed a door too loud.”

Waymo Door Closing Solutions

1:10:01 to 1:11:51

Exploring innovative solutions for Waymo's door closure issues.

“But they want people who are walking by and see a Waymo that's stranded because they can't drive with the door open.”

AI Wearables and Their Evolution

1:11:52 to 1:13:08

Discussing the challenges and developments in AI wearable technology.

“article on plot the b computer lady is writing an article about how at amazon oh we're having so much fun.”

Memory.ai and Project Lucy

1:13:09 to 1:14:54

Introducing Memory.ai's Project Lucy and its capabilities in AI memory.

“And then there was another story from ZDNet about the most exciting AI wearable CES might not be smart glasses after all.”

Utilizing AI for Personal Projects

1:14:55 to 1:17:12

Sharing experiences of using AI to assist in personal computing tasks.

“Memories.ai is launching Project Lucy at CES.”

Creative Writing and AI

1:17:13 to 1:22:29

Exploring how AI can aid in the creative writing process.

“I could go into a configuration file and edit it.”

AI's Role in Creative Feedback

1:22:30 to 1:24:01

Analyzing the pros and cons of AI feedback in creative endeavors.

“And so it was really interesting as a different way to learn something because it used material that I knew and cared about.”

Teleprompter Technology and Eye Contact

1:24:01 to 1:26:01

Discussion on the future of teleprompters and the nuances of eye contact in media.

“I am less interested in all of this stuff for creative purposes.”

Karpathy's Insights on AI Development

1:26:02 to 1:27:55

Exploration of Karpathy's reflections on the rapid pace of AI changes and personal coping strategies.

“All of this coding stuff is going too fast for me.”

The Value and Risks of Personal Data

1:27:56 to 1:31:55

A deep dive into the implications of personal data privacy and the role of data brokers.

“It just says to continue reading for free, you have to subscribe.”

AI's Role in Future Scientific Breakthroughs

1:36:38 to 1:38:00

Discussion on AI advancements in healthcare and scientific research breakthroughs.

The Evolution of AI and Resource Allocation

1:38:00 to 1:39:00

Discussing the history of AI, funding, and the focus on people behind the technology.

Ice Cream Trucks and Nostalgia

1:39:00 to 1:40:00

A light-hearted conversation about ice cream trucks and personal anecdotes.

Ant Pruitt's Modeling Career

1:40:00 to 1:41:20

Discussion about Ant Pruitt's modeling work and his presence on social media.

“And you'll see some of the headshots on antprude.com.”

Claude Code and AI in Development

1:41:20 to 1:43:10

Insights into Claude Code's capabilities and advancements in AI-assisted coding.

“Comfortable and easy to work with on set, which we know we can attest to.”

Simplifying Coding for Consumers

1:43:10 to 1:45:00

Exploring the need for easier coding solutions for non-programmers.

“I think the whole idea of a one-shot process is misleading.”

Creating a Tomato Game with Claude

1:45:00 to 1:47:40

Developing a fun game concept involving tomatoes and coding discussions.

“Yes, but it doesn't have to be on a server.”

Building the Tomato Game

1:47:40 to 1:51:40

Step-by-step process of coding the tomato game and technical discussions.

“Do you have a picture ready to use as a target?”

Exploring AI Personalization and Resources

2:06:00 to 2:08:22

Discover how AI can be personalized and applied in everyday tasks.

The Issues in AI Education and Conferences

2:08:22 to 2:10:05

Understand the challenges and pitfalls in AI education and the conference landscape.

“There is a, we've talked before for people who want to try AI locally and we talked a lot about that and I'm going to talk about that in just a moment.”

Running AI Locally: Tools and Tips

2:14:01 to 2:19:08

Gain insights into running AI locally and the tools available for it.

“At the end of every day, I've got a, ah, thanks to Helix Sleep.”

Interactive AI Coding Projects

2:19:08 to 2:20:01

Explore fun coding projects with AI, including a tomato-throwing game.

“And that's a harder one to answer because it's so personalized.”

Playing the Tomato Game

2:20:01 to 2:23:58

Discussion about the gameplay mechanics and fun of a tomato-throwing game.

“It's counting as getting you, even when it doesn't hit you.”

Flu Season Insights

2:26:01 to 2:33:19

Discussion about flu season, Tamiflu, tests, and personal experiences with illness.

“And I found this article from Bloomberg today really interesting about the fact that Tamiflu, which is an antiviral to stop the, I guess, replication of the flu virus, is now in short supply in lots of parts of the U.S.”

Nick Cage and Tech Experiences

2:33:20 to 2:34:00

Conversations about Nick Cage, phone experiences, and customer service issues at Apple.

“Okay, so I guess I'm going to do this one.”

A Frustrating Apple Store Experience

2:34:00 to 2:38:26

Learn about a frustrating experience involving a phone trade-in at an Apple Store and the challenges faced during the process.

“So then I also got her a screen protector.”

Exploring Floor 796: An Internet Art Project

2:38:26 to 2:41:26

Discover the quirky and nostalgic digital project Floor 796, showcasing animated gifs and Easter eggs from pop culture.

“my pick of the week was inspired by the rpg thing this is floor 796 this is a project by a russian guy he's been making this since 2018.”
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Transcript

Automatic transcript. May contain errors.

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1:01Whether you bond over streaming binge-worthy videos, watching sports recaps, video gaming, or by unplugging altogether, the 2026 Lincoln Nautilus Hybrid helps keep you connected throughout your journey. Learn more at Lincoln.com. Available connectivity features and functionality vary by model. Package pricing, trials, and term lengths vary by model. Video streaming and games are only available while parked. It's time for Intelligent Machines. Paris Martinow's back. Jeff Jarvis is back. I'm back. It's our first show of 2026. And of course, we've got to check out CES. Jason Heiner joins us to give us the AI lowdown from the Consumer Electronics Show.

1:40Next.

1:43Podcasts you love. From people you trust. This is Twit. This is Intelligent Machines with Paris Martineau and Jeff Jarvis. episode 852, recorded Wednesday, January 7th, 2026, gluten-free slop. Happy New Year, everybody. Time for the first Intelligent Machines of 2026. I think 2026 is going to be a very interesting year in AI. So we're very glad to be doing our second year of Intelligent Machines. Joining me right now, Mr. Jeff Jarvis, professional emeritus of of Journalistic Innovation at the Craig Newmark Graduate School of Journalism at the University of New York. Professor also at SUNY Stony Brook and at Montclair State University visiting fellow.

2:37Hello fellow. Happy New Year to you fellow. He's also the author. I missed you guys. I missed you guys too. I look forward to this all week. It's a chance to get together and talk about stuff I'm really interested and also with us she is uh feeling fit after a bout with the flu paris martineau investigative journalist at consumer reports bobca cured her it the bobco really did cure me and tamiflu and probably whatever residual immunity was from a flu shot you know and you are probably a lot of youth yeah yeah well it's so good to see but honestly the prospect of getting to talk about ai with you guys also there's some big news which we will get to this week but one of the things that's going on right now in las vegas nevada is the what the show formerly known as the consumer electronics show only ces these days uh and there are is i thought and i think i'm right this was going to be a big ai show with not just uh ai empowered devices but robots as well.

3:39And we thought, well, who do we know that's on the ground there? And of course, we do know somebody, the editor-in-chief of The Deep View and AI newsletter, Mr. Jason Heiner, who's in the airport lounge at McCarran. Hello, Jason. Hey, thanks for having me. So glad to be here and so glad it worked out. And these are lots of good stuff to talk about, for sure. And you're in a good mood because you're leaving Las Vegas. Never in a better mood than you are when you're leaving CES. the wild thing in in vegas and i'll never forget it because we you know i never go there except for the could you know consumer electronics show and before that comdex you know the trade shows didn't you go there for a rock buying thing or something um your wife but but but we go to we actually i should say that we have late have been going down there for entertainment like if there's a we want to see and stuff but go to the or i remember going in the cab to mccarran the airport and you'll see people walking to the airport dragging their luggage behind them and the cabbie says yeah those are those are the folks who even bet the cab money home

4:46that's when you know it did not go well uh of course at events like ces the the tables usually have tarps over them because the gam you know the geeks know better than nerds don't gamble there no we don't gamble we just uh go for the show so uh i had heard some rumors it was a little smaller than usual was it uh i don't think it was much smaller than usual it was 140 000 people uh 4 000 vendors you know 5 000 press so nothing about it felt small it felt like it had a few years where it was contracting and i really wondered like it does the show have a future but the last three years, it's become a lot more, there's a lot more things that are especially triggered by AI that have become part of the show.

5:34And enterprise is one of them. We can talk about it, but it certainly feels like it's on the upswing again. And Jason, a lot of it now is AI. I mean, a lot of it strikes me, it's not consumer per se, right? A lot of it is industry. Like Nvidia, I watched the keynote and it's all, there's another consumer there. It's very heavy on industry. that's exactly right isn't that strange it's not a consumer electronics show fully anymore maybe that's why they took away the name it's funny yeah i think it was wise that they took away the name no longer stands for consumer electronics show did i miss that no yeah it stands for nothing what it's it's like kfc you know there's no there's no nothing fried involved it's still put on by the consumer electronics association though right i mean And they still call them, the CEA still calls themselves that.

6:20Well, it's the CTA now, the Consumer Technology Association. But still consumer. That's right. Used to be people would go there, vendors would go there because they were consumer electronics shops. And so they would go there at the beginning of the year to see what they were going to stock for Christmas the following year or that year. Exactly, right. Now it's a bunch of different things going on. So we saw chip makers there, Intel, AMD, Qualcomm, even NVIDIA, all announcing new chips, most with AI capabilities. We saw laptop makers there announcing new laptops. Although Dell interests, was it Dell that didn't mention AI in its laptop presentation?

7:02They thought they would be a little different. Yeah. It's a surprise if they did. I hadn't heard that, but Lenovo certainly was all about Intel. Copilot plus PCs. Exactly. Exactly. Copilot plus PCs. I really haven't seen anybody yet that wants to buy a PC for the Copilot button, but there it is. They're trying. I want to take it off. I can't figure out how to get it off my Lenovo X1 Carbon. I'm using Linux. I don't have Copilot. I don't want Copilot, but there's a button. You can't get rid of it. It doesn't do anything either. That's the other problem. I know. It's not a normal. Can't remap it.

7:40Actually, Linux could probably figure out a way to leave. I'm going to. It's my goal to figure it out. Yeah, at least Google lets you change their Google key on Chromebooks. How many times do you think you heard AI in a 24-hour period? Oh, my gosh. Conservative essence. Yes. Paris. You need one of those little counters that they use at the nightclub. You should have gotten one of those little counters. Oh, my gosh. Yeah, it was everywhere. And it's funny. you know, one of the things that we said going into the show from the deep view, you know, because all we cover is AI is that, you know, our mission is to, uh, to find and sort and, and focus on the stuff that's actually real AI products and not, um, you know, AI washing or, you know, AI hype.

8:23Uh, there, there was plenty of it for sure. Yeah. Let's start with, uh, uh, Jensen Wong and NVIDIA. I know, uh, Jeff watched the show and In fact, watch the keynote and he said we should interview Jensen's coat, his famous leather jacket. Oh, yeah. It was amazing this year. But I'm a connoisseur of his keynotes. I watch every one of them. He's really good at it. He's really good at it. Everyone has a message, right? I learned about the token economy in one. Another one emphasizes scale. Another one is about digital twins. But this one was very Rubin. In another life, he could have been an amazing educator, like a teacher.

9:05Yes. Worth a lot less money. He would be worth an absolute fraction of a rounding error of what he did. But he would, you know, impact a lot of people. No, he really does, like, teach and communicate these very complex topics beautifully. And I think even he came on, he appeared in a couple other keynotes, because, like, all their partners, they want to bring him on. And it's funny, there are a couple of times where they explain something and he's like, he sort of came around and gave an end. It's also this, which breaks it down. That's like, oh, that, yes. So he's just such a good communicator in that way.

9:44Yeah. So even though there's tons of jargon and tons of numbers and brands, but you just get a sense and the way he stood there before the, I mean, it's a chip. You can't see anything in the chip. It's this inanimate object. but you start to see the power of the Vera Rubin in what it builds and the size and scale of it. And it's awe-inspiring. The Vera Rubin is the new platform that NVIDIA announced. Your reporter, Nat Rubio Licht, said NVIDIA is now outdoing itself. What is new about the Vera Rubin? The crazy thing about it is, look, they already have the most powerful chips to train AI for inference, for all of the things, right?

10:26And so they are leading this industry by such a wide margin that they have 12 months of orders from what we've heard ahead. Like if they stop taking orders today, everything that they make in 2026, they've already sold. But even with that, and even with the competition having trouble keeping up, what they announced was very surprising. So they talked about that these new chips can do training for a tenth of the token cost. So 10%, that's incredible, right? Because one of the biggest problems in AI is it just costs so much to do it, right? It also requires a quarter as many GPUs to train the models compared to Blackwell.

11:21Blackwell is the cutting edge platform that everybody's trying to get a hold of and that they have so many orders that they can't fill. And they not only did that, so they did those two things, and then they essentially rolled it out about six months ahead of what we expected there to be. So they announced these huge leaps forward, and then they are also ahead of schedule. So I don't know what's in the water over there at NVIDIA, but they are doing things that are pretty wild. And we could talk about there are some bigger implications sort of where all of this is going. I think there are some counter trends, but for what NVIDIA announced, it was crazy.

12:02And the thing that, to Jeff's point, they communicate that so crazy. Like those things that I just said are very clear compared to this one. Here's what it does. a lot of the other chip makers, they talk about it's this many petaflops and now it's this many yodaflops. What does that mean? At the end of the day, you kind of have no clue or context for what all of that means at times, unless you're really, really deep in the weeds. I do this stuff every day and I was going through AMD's keynote and I was like, okay, I was doing maths and putting stuff in chatbots and calculators and trying to figure out how that compared.

12:41And at the end of the day, Lisa Su, who's also a good communicator from AMD, said, and by the way, what this means is that in four years, we've essentially increased the power of the chips that we use for AI by a thousand X over a four-year period. And I was like, okay, now that makes sense. Jason, let me ask you for a sec, because I'm fascinated by NVIDIA being that it's in the chip business, obviously. It's in the rack business. CUDA is an operating system. He made very clear this time how much he's in the open source model business. Yes. Model business for other areas, including automotive.

13:18That was a big announcement. But also, I think that when it comes to the LLM versus world model world, he has to straddle it all. But he seems very much in the world model and the young Lacoon team versus the classic AI team. How do you sense the kind of the mix of what NVIDIA is as a company now? Because it's thought of as a hardware company, but how would you characterize it in total? Yeah, thank you. I would almost think of it more, less like a chip company. They're going to still make chips. They continue, will continue, but more like the infrastructure layer of AI, right? That all of these different models are going to run on their hardware, not only LLMs, but SLMs, small language models, domain-specific models.

14:06Right. They are going to be in world models. I think they also agree to your point. They agree that that's really the next thing because LLMs have their limitations and world models are taking in more real world data. That's what's going to unlock robots. It's going to unlock more automotive, all of those things. So, yes, I think that the other thing that they announced there a little bit more under the radar was they're a big partner with Siemens, which is what Jensen Wong came on Siemens. Siemens is an enterprise company. So on opening day, they had an enterprise company. Siemens give the opening keynote, which was which sort of tells you all you need to know about how different CES is.

14:47But he came on and he said, Siemens is the operating system of the manufacturing companies across the planet. And they are partnering, the two of them, with Foxconn and with some other hardware makers to basically provide the blueprint to out these new data centers. They call them AI factories, data centers that are just purely aimed at AI. And by working together sort of software, Siemens essentially does digital twins. Really, this gets to your world model thing. Siemens does this digital twin thing where they can take anything in the real world. They make a 3D model of it. But now it's not just designing things.

15:35It actually takes that 3D model and uses AI and world models to then simulate what is happening in the real world. how a car will drive, like in all the edge cases, places, how to build data centers so that they're completely optimized. They're going to save a lot more power. They can make little tweaks and do things so they can then deploy things a lot faster, a lot more efficiently, a lot more efficiently, and with a lot less power. So things like that. I say all that just to say that NVIDIA's ambitions and its reach is so much further than it's ever been, far beyond just chips themselves we're talking to jason heiner he's the editor-in-chief of the deep view which is his new job he's a editor-in-chief of a newsletter that specializes in artificial intelligence so i think we're going to be hearing more from jason on our shows uh i'm i'm really excited about the deep view you can subscribe right now for free if you go to the deep view as you can see i'm looking at their rundown of ai stuff from ces but they call themselves intelligence for the age of intelligence.

16:41And Jason, by the way, will be back with us on Sunday. We're going to do a CES special tweet with Father Robert Ballasier, who's there right now. Jennifer Patterson-Tui of The Verge. She is, of course, all over home automation. There's a lot of home automation stuff there. And Jason will be back. So that's going to be a deep dive. We'll have more time with Jason. He won't be flying out this coming Sunday. What about robots? Because that was the other thing I thought, I mean, it's still AI, but that was another thing I thought we'd see a lot of at CES. Yeah, there's plenty, plenty, plenty of robots.

17:17Robots have always been at CES, as you know, Leo, from all the times you've been, but it was always a bit of a novelty. It was always a sort of a, it was one of the things at CES that are product, you put them in the category of products I'm never going to see in the real world or that I couldn't afford. And so this year is more about products that you can buy for one consumer products. And there's, they raised some big questions as well. And we can talk about some of those because a lot of them were robots for kids and children. And when you think about like AI deploying AI for kids, all of a sudden that brings up a whole lot of questions about privacy and also unintended consequences and things like that.

18:00So we can talk about that, but the new buzzword for the, for robots is physical AI. Um, this includes a lot of things, but really that, uh, that ranges from humanoid robots and these, you know, toys really kind of robot pets, um, to other things like arm, these robot arms that can work in factories or they could do things at home. I think there's this sense that the humanoid robot is one aspect of robotics, but likely this physical AI movement is going to involve robots in a lot of different kinds of form factors. And we've seen a little bit of that already, right? Like Robot Vacuum is one of the robots that probably most people are probably most likely to have in some form or another in their home.

18:50It's not a humanoid robot, right? It's a little disc that runs around and uses sensors and tries to do smart things sometimes. Also does dumb things. But that's a good indication of where I think a lot of the trends are going to be when we get to these things, becoming part of the real world and in products that you want to buy. Now, all that said, there's still not a ton of products that you're going to buy. There's not a lot of robots you're necessarily going to buy. except for these ones that were like more like toys and products aimed at kids. And so California's got a bill. Padilla has proposed a bill that would ban AI toys for kids for four years.

19:36So I think there might be some pushback. We already saw one AI toy that was retracted because it taught kids how to do things like make bombs, which is probably not the best use of AI in the home. uh but there is i saw one robot i don't know if it's uh from uh hero that actually folds laundry or you can will do your laundry for you that you can is there anything there you could buy today i heard that you could buy that or soon anyway the robot for laundry the laundry folding robot is like the holy grail right and in the past it's been a human on the other side in most cases who's doing the folding and then having the i feel like we get a laundry folding robot debuting at ces every year every year every year that we're gonna see one no it's not here no no no but you know the dream the dream is still there uh and look these things are getting smarter and smarter i think one of the things that robot makers have learned and i'm sure you all have talked about this a lot on the podcast, I'm sure the show is that there are things that humans do that are very, very difficult to replicate.

20:48You know, when we pick up a glass, when we pick up versus a mug, like we know that, oh, intrinsically, we don't think about it. Well, but we just in sort of living life, we learn that, oh, I can put less pressure on my forefinger when I pick up this one or I need to, or else I might break it. Right. Like it's very difficult to program a robot to do that now they're starting to to with some of these world models and um you know physics uh models and things like that they're starting to be able to do some of it and to be able to train robots to be able to uh to learn these things but it's very challenging like there are a lot of things that humans do especially dexterity and and laundry i think is one of those one of the toughest a lot of dexterity yeah the lowest values i don't understand yeah i don't understand why that's the focus maybe they've got research that says nobody likes talking about how hard that is to do that i think it's like an ag it's the agi for robots this is cloyd you're all looking at this cloyd which is a terrible name uh from lg uh it's a butler that will fold laundry but they have it uh also well it will bake it will do some light baking uh this is from cnet folding laundry with bobca but slowly light baking uh simple tasks like sticking a croissant in the oven it gets sort of so what you're saying jason is we this is these are all concepts these are not yet anything you're going to be able to buy okay along a similar vein i've questioned which is what is the dumbest product you saw at cef i'm sure there's more than a few that's hard to choose the list is long the list is long and distinguished for sure um so i you know they're one of the things that raised the most questions for me were these robots for kids there was one robot for kids that was basically just a sock um with an eye that is like an emotional support robot that follows you around and um tries to learn what makes you laugh what makes you happy an emotional support sock it's a robot that to me a mobile emotional support that's right that's right um there were there were several of these at cs unveiled that were these robots that were essentially emotional support uh robots and the thing with it is you know one person's emotional support robot is another's emotionally manipulative right device right or irritant for sure and so So I sort of had this question about not just like, was this a good idea?

23:27Would it be helpful? But it was, in a sense, addressing a little bit of like loneliness of that kind of thing. And I just feel like, and it's funny, one of our readers wrote to me after we wrote, because we sort of raised some of these questions on the newsletter at the Deep View yesterday. And I had sort of raised some of those. And I had a reader that wrote and said, shouldn't the promise be of AI be not that we're going to create emotionally supportive robots that you need but it's going to do more things for you and you can spend more time with your kids like wouldn't that be the better solution more time with a robot yeah yeah did you see this is one of the robots that emotional support robots that won an apparently an innovation award this is from a chinese company it's a biometric effective ai panda i think one of the reasons you're seeing these is they are not challenging to make right they they just sit there and purr you know they don't do a lot here's a child-shaped robot that's absolutely creepy oh no yeah and here's a cd army the ai sold late for the lonely remote worker yeah what do you think i have not seen that one oh my goodness but yeah there were so many of these this emotionally support emotional support robot was like a whole trend there were um wait a minute Now, this is a sex robot.

24:49Well, there was that too. Yes, Love Sense. Oh, okay. Lines 108 and 109. Okay, we'll get there. One is the AI. Why does it always end up? It's so sad. Why does it always end up being that? Well, see, AMI has a beanie and I don't like it. Oh, okay. And these are intended for lonely adults? Well, so the 109, the AMI, it sits on your desk. it's this little thing and it gets to know you and it listens to you all day and it knows what makes you the same thing is the sock it's your it has three cores the mini core which is described as portable presence endless connection the baby core described as the emotional heart and the drive core which is described as mobility with a futuristic flare um so do you all remember the jeebo social robot this is from about 10 years ago yeah i had a jeebo yeah yeah so he was wasted money on all kinds of i have so many terrible robots the company that made jeebo um had what i thought was like maybe the most polished of these and they actually had two products one was called the luca robot l-u-k-a and the other was the luca l-u-k-a ai cube so the luca robot is a multilingual tool that can read stories to kids so they so so they had a sort of non-ai version of this that's been out for a few years and apparently there's over 10 million families that have already you know have one of these so it essentially you know reads to kids now i think a cautionary tale i should point out yeah the jibo which i bought in 2014 stopped working when they turned off the servers a few years later so you you're running a little risk with this company if you buy one of their robots that they may discontinue it at some point right for sure for sure so this one reads to kids um it can um then with ai the new version with ai sort of can turn some of the stories into like conversation-based interactions they will do some you know animation of of things and and then this little ai cube is almost like a ruggedized tablet that they wear around their neck this is probably aimed at more i think like kindergarten age sort of kids um where they can go and they can take photos of things in the real world and then ask questions about them so still cynthia brazil that's doing this she did the jibo the reason i bought the jibo is because she was a very credible mit robotics researcher so it had a good pedigree uh i bet if it's the same company it probably is uh still her and she really believes in this stuff as a you know robotic companion yeah these are all very well-intentioned like i don't think these are people trying to make a quick buck yeah i think they're well-intentioned they they see a lot of loneliness and isolation in the world and they're trying to say hey could we use this to help um i i still think the larger question still applies right like do we do we give in giving these things to kids like uh do we really thought through all the potential consequences you know at that and when we asked the question in our newsletter we were like would you so all of our sort of like you know half a million readers we asked them um would you give a robot an ai robot to or a robot an ai powered robot or toy to a child in your life 50 said no right off the bat.

28:20I'm surprised it's not higher. Which is incredibly impressive for the subscribers to an AI newsletter. Yes. Yeah, exactly. I also just need to state for the record, TLC programmed the AME to feel sadness is something I just learned through this. And I think we all just need to reckon with that. How dare you sadden your robot? It doesn't need that. Go ahead, Jeff. What about the whole Samsung had a whole, but there's a refrigerator you can talk to and open the door. We see the AI in everything thing. Did you see anything that was credible in terms of a consumer touch to AI in a new use case? Yeah.

29:00I'm glad you asked it because I didn't see anything that I know, anyone that I know in like real life would actually want or that I could recommend to somebody. You know, why would I want to spend that much more on a refrigerator and all it does is look in the refrigerator and tell me, oh, here are a few recipes for stuff you already have in the refrigerator. I just can't imagine that many people doing it. And it's a lot of money to spend, extra money to spend on something that does something that probably within a year or two, any of us could open the fridge, probably point our phone at it and then ask, what should I make from this?

29:37And it'll be able to scan everything and tell us. So I just think a lot of these things, And a lot of them were like that, Jeff, like that they are sort of solutions looking for, you know, people they could convince to try it. And none of them, I didn't see literally any of them. I looked, I watched that whole keynote as well. And I just felt like, boy, they're trying really hard, but there's nothing in there that I could see anybody I know in real life getting. Was there anything at all that you thought was worth going to Vegas for? Yeah, for sure there was. And so I know we talked a little bit about this.

30:16And this is a surprise. And also, I have some bias to this, right? I worked in enterprise for a long time. AI was a show where there might be a smattering of enterprise things here and there, but it was never an enterprise show. At this one, there's a whole pavilion, North Pavilion, which used to be all of the automotive stuff. That's all moved to the new West Pavilion. Oh, really? Oh, interesting. Yeah. Yeah. North Pavilion is now all enterprise company. There is a whole show that is essentially enterprise led by Siemens. Siemens did their big lead keynote. Siemens made six huge announcements that were enterprise related.

30:58And this is where I see most of the momentum in AI. When it comes to consumer AI, a lot of consumers are still really skeptical. I don't know if you all see this, but I see this a lot. They really see, they see AI good for two things in my experiences. One, asking it questions that they used to add to Google and maybe it's a little bit better, a chatbot. And then two is laughing at AI slob. They see it and then they send it around to them. They text it around to their friends and they have an amazing laugh about it. Right? Like, so those are the things, most of the use cases I see with consumers are that all of these products are trying to convince consumers that, you know, AI is going to do something for them.

31:35And look, it's a hard sell. Consumers are just not really sure and they have some fear and some trust issues and rightly so. I think where we're seeing most of the momentum in AI is actually businesses and companies using it for automation and using it for all kinds of things. And it is helping people more productive. It's helping in a lot of ways. But there are also huge questions around ROI because AI is incredibly expensive. And so that gets to a little bit, we were talking earlier with Jensen Wong and NVIDIA with these incredibly powerful models. The countertrend that I see, though, and I think was going to be a big one for 2026 when it comes to AI, is companies using smaller models, using domain-specific models, and using world models, as we talked about earlier, to do a lot more specific things and to do them a lot cheaper, right?

32:25Because you can run a small model and it's a lot cheaper to run. You can run it on older hardware that's two, three, four generations old and it's good enough and it's a tenth or a twentieth of the cost and then when that happens all of these things that sort of happen in business and organizations and all that then they get a lot more viable because they're going to be a lot cheaper because right now it's hard to have roi on a lot of these ro on these enterprise projects because it's just so expensive the other group i would uh add is developers and this is in a way an enterprise story too but uh i for sure am blown away by what claude code can do and i know a lot of people uh in the who are developers are saying this is this is breakthrough time uh that this is really where you're first seeing what i would say is almost agi so yeah enterprise and i guess developers is a is a you know a branch of offshoot enterprise offshoot um and and i think we're it's funny because i think those people who are using ai in those contexts are seeing a very different product from what consumers are seeing they're seeing the chat products and it's uh you know of mixed value jason i really appreciate your taking the time yeah i know you got a flight to catch uh jason heiner is editor-in-chief brand new job it's great to see you uh working at the deep view thedeepview.com uh you can subscribe to their daily newsletter keep up on what's going on with ai particularly in enterprise intelligence for the age of intelligence uh subscribe that the deep view.com too yes subscribe that's right okay so thank you it's free there's no charge which is which is awesome that's right yeah yeah 51 000 readers nice thank you jason heiner we'll see you on sunday for a full uh ces on twitter week tank take care go get some nice cheese cubes there in the lounge which lounge are you in thank you i mean it's called the club it's in uh it sounds exclusive yeah terminal d very fancy okay yeah she's thank you all for having me great to see everybody take care jason in a classroom of sodas most stay quiet then there's mr pibb sweet cherry bold outbursts the kind of flavor that gets attention.

34:43Bull kick of cherry. Hey, yo, Mr. Pitt. Not sure how to tackle your taxes? Are you sweating the small print? You may be experiencing FOMU, the fear of messing up. The answer, using TurboTax on Intuit Credit Karma. They help you get your biggest refund, and then we help you do more with it with a personalized plan designed to help you hit your money goals. It's time to take your taxes to the max. Start filing today in the Credit Karma app. Our favorite people, Jason Heiner. It's great to see him from thedeepview.com. We'll have more of Intelligent Machines with Paris Martineau and Jeff Jarvis in just a moment.

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39:24Oh, you're muted. Yeah, I can't hear anything. How was the end of your guys' year? It was good. We did a 24-hour New Year's special. I missed it. And left you out. Oh, we forgot to ask Paris. Next year, I'll have to do it. You've been lobbying. It's so great. Someone in the chat, in just the general, was like, i heard just someone mentioned a 24-hour new year's dream where is that posted and i was like god i wish i wish i knew did you see my response to that i did i did she's relentless a bit but now it's become a lifestyle yeah well we didn't do that uh we went out to a rock show for a new year's and left early so we would be in bed by midnight did you you had a party i think i did i had my annual new year's eve eve party which is where on new year's eve eve you have everybody over for a raucous basically a new year's eve party but the day before and then that's smart so they're like pre-gaming year's eve yeah and you watch last year's ball drop um and then you showed the last year's i do i did and then throughout the night you play other notable years ball drops 2000 great ball drop was that a good one um the y2k one yeah is there a site with just the ball drops no just youtube you have to go on with you okay all right you know it'd be really fun if you had all the different foam hats that they oh that would be good all the various glasses that get worse and worse after the year 2000 after the 2000s generally in the early years of of webcams i remember we had we had a webcam out condi nast that i put up there on one and we pointed at the ball oh yeah because we were right across the street the ball's gotten fancier too it's swarovski crystal oh it's yeah it's it's a fancy ball it's like everything in america one of the ball drops we were watching had a little segment on one of the men who blows the glass for the ball and i'm like if you got people custom blowing glass balls every year that ball should hit the ground and shatter we should have some sort of pizazz to it but no very good yeah and it doesn't go down it kind of it's it's it's like somebody's lowering it with a rope it's not it's it's not good they kind of work on that plus i i understand have you ever done the times square thing in person oh god no what do you do you think we have no iq who do you think we are apparently no new yorker will actually do that no you have to wear a diaper if you go do that well that's right you're putting a pen for how long oh like 10 hours eight hours or something and you're not allowed to leave the pen no that's why they have to wear a diaper it's crazy no that's new yorker leo leo it's all people or not we never go to time square period we walk blocks to go around time square we do not go to time square and i always tell the out-of-towners my one rule in life to be happy in new york is never hug an elmo oh my god yeah you don't know what you'll catch from those costumes are not clean no they've been dragged through the the lighting in time square just feels unnerving because of the density of ads it's just unnaturally bright at all hours of the day which makes the dirty elmo costumes look even dirtier i i'm actually i am such a bad tourist because i always always go to tourists always want to go the tourists want to go but it's like san francisco i always admired san francisco ford ghettoizing the tourists.

42:53No San Franciscan ever goes to Giordale Square or Fisherman's Wharf. Yeah. It's all tourists there. Yeah. And ne 'er the twain shall meet. I'm old enough to remember when Times Square had the camel smoking billboard. Oh, yeah. It had a... It actually... Puffs come out of the smoke. Oh, that's kind of fun. I remember that too. Oh, maybe you can find the video of that. Yeesh. Yeesh. Well, so much happened while you were gone. while you were taking a couple of weeks off, while we were all taking a couple of weeks off. NVIDIA did an interesting thing on Christmas Eve. They hollowed out a company. And actually, our friend M.G.

43:35Siegler has made a name for this. He calls it a hack-quisition. First there was the acquisition, then there was the acqui-hire. This is the worst of all. Instead of, and we've seen it happen before, instead of buying a company, they just get the brains of the company. they hollow the company out leaving the poor employees behind uh so nvidia bought an ai chip startup called grok gr oh they didn't know really they they licensed you saw i put it in air quotes yeah no relation to the other grok which we'll also be talking about they spent 20 billion dollars that was the cnbc headline but it turns out they were just licensing a non-exclusive license for the grok technology except they got the guy who invented the tpu for google who was the founder of grok uh the ceo jonathan ross to move over to nvidia so he left grok apparently a company president sunny madra also left crock so this is an example of a and And we saw this with a brand.

44:44But the company continues. It can still sell its products. It's a very strange... It's just a zombie now. It's a zombie, I think, yeah. Well, it is and it is. I think it's still free to sell things to other people. And I think what impressed me about this from what I've read is that, and this is Jensen Wong. I'm going to start joining the Jensen Wong fan club if I'm not careful. He recognized what they didn't have. This is about short-term memory for output of AI rather than training of AI. And it was kind of a weakness. And rather than saying, well, we're going to build that, he acquired it. And he got the brains behind it.

45:25It was very smart. Got the guy who invented the TPU. Yeah. Yeah. Okay. It was an interesting thing. The fact that they did it on Christmas Eve, maybe I'm too old school. It kind of implies that they were trying to kind of bury the… Yes, that's classic bury the headline time. Nobody's paying attention. They're busy wrapping presents or having pre-New Year's Eve parties or something. Doesn't this just sound like private equity, though? This is what they do, right? Yeah, except they didn't buy anything. Didn't buy anything, yeah. It's a non-exclusive license. It's a very strange thing. But one thing that struck me from the Jensen 1 keynote at CES, and he says this all the time, but he really emphasized at this time is open source is that the models are open that I want to, by the way, I really want to make sure we don't call it open source.

46:16We call it open weights. Yeah. Thank you. Cause it open source implies that somehow the, the, the source code is open. It's not, right. Uh, it's in fact, really the model is available. You could download it and then the weights, the way it's. Jason and I call it open ish. Yeah. Just open weights. I think it's fair. I hate the fact that, unfortunately, open source has been co-opted for that. But I agree with you. That's very, very important. And so the more people use, it's in their interest. Because the more people have more models to use for more reasons, the better off NVIDIA is. That's a good point.

46:53They're still going to sell the hardware, both for training and for people who want to use it. Yeah, there's no downside for NVIDIA leaning into this, unlike, I guess, Meta. Right. yeah which which has been the single most popular open weight model the llama model that was really pivoting away from it now because they're we don't know if they are there's some they've showed signs that they're right going to be favoring other options right so the other grok the grok not with a cube the grok we don't talk about in the plate company got in a lot of trouble over the holidays. Bad Rudy is Grok. I think intentionally people were using Grok to make non-consensual bikini pictures and nude pictures of people, even children.

47:43And Grok said, well, if you do that, you could get in trouble. They didn't take away the capability. uh they also uh on uh in a post uh a couple of thursdays ago dear community this is from i'd like you doing your busk voice dear community some folks got upset over an ai image i generated big deal it's just pixels and if you can't handle innovation maybe log off xai is revolutionizing tech not babysitting sensitivities deal with it unapologetically grok grok sounds like it's brok it's like a caveman ai grok um of course you know x is full of that crap no matter what uh the fact that grok could do it all just made it all with kind of he got he got what a huge investment at the same time yeah it didn't hurt it got a lot of attention and now xai is raising uh one of the largest raises uh ever 20 billion dollar super uh raise 20 billion dollar funding round uh and this is for their infrastructure elon says we want to build the biggest, best training facility ever, which he said before, they were looking for 15 billion.

49:09So this gives you some idea of how overheated the market is. That's what they're saying. I believe it. Everybody wants to get into this, right? But here's, so I did a British podcast today when they asked me, you know, what role Musk and Grok have in the AI world? And I just dismiss it. I don't pay any attention. i don't either somebody does people on x do i don't hear anybody talking about using uh grok you know for anything but sex a lot of money for not for coding which you can get pretty easily on the internet folks you don't really need to make it up elon says and when i say elon says now you gotta take it with a giant grain of salt uh that they have more than a million h100 gpu equivalents in their Colossus 1 and 2 supercomputers.

50:04This will allow them to buy many more. You know, that money's going to go straight to NVIDIA. So maybe that's why Jensen Huang is celebrating. It's already not the top of the line either. It's already behind. The H100 is behind, yeah. Here's a question. Now that there's Vera Rubin coming out, I almost said Vera Wang. So now that there's Vera Rubin coming out and Blackwell becomes the also-ran chip. Do you think China will be allowed to get Blackwells? No, China is allowed to get Blackwells. No, they get the H-200s. Those aren't Blackwells, are they? Oh, those aren't Blackwells? That's the previous predecessor?

50:42Okay, they do get H-200s. They're trying to decide if they want them. That's the other question. If we won't take Huawei, then they're not taking our chips. Yeah, I don't know what that all means. um all right so let's uh oh there's a great picture by the way we should really uh share this because uh i know for all the things we say about elon musk uh we still think the world of him and of course uh jeff and elon were there for the new year's eve celebration on times square and while they didn't aren't wearing the funny foam hats uh they are clearly friends yeah happy secrets out it's true i'm having elon's baby yeah his uh 26th it's gonna be it's actually that embrace looks like you could be we'll check back in in nine months um who did that i wanna who should we yell at it's darren and i like that the ai generation goes so far as to have somebody slightly off frame taking a photo of you two guys just to just to make it more legit realistic yeah well it was two people take it was such a good photo two people had to get involved it's true uh have we have we said everything about oh there i forgot the big story which you uh announced to uh us uh paris while i was in the middle of the previous show chat gpt's going into the health business which was really kind of obvious from their last event where they talked a lot about how remember they had a woman on who had cancer and her husband and she is saying you know my doctor really didn't explain what this test meant but i went to chat gpt and it did and it was very helpful uh clearly this was an ambition of uh of open ai they are now introducing chat gpt health what could possibly go wrong well they say they're gonna i mean i i think this could be i use it for um we know you use it yeah and i and i pay it no it's been very useful uh somebody has just fed that picture to uh grok and uh this is the latest version of the picture of musk oh don't put elon in a bikini don't put me it's so cold out there elon is has a nice decolletage there don't you think i i uh i think if used judiciously AI is very helpful.

53:10I've used it quite a bit. Especially if you train it particularly on good health information, it should be good, right? Five paragraphs down into this announcement is this line. Health is designed to support, not replace medical care. It is not intended to diagnose as diagnosis or treatment. I think that's just part of the issue is that a lot of people, anecdotally, when I've heard them talking about chat gpt uses for health they're asking and relying on chat gpt to translate their medical records to recommend uh possible treatment regimes well they go even farther because yeah they're suggesting uh just as our previous sponsor monarch money does with your financial results they're suggesting you connect your health data to chat gpt so that it's always reading your records, whether it's from Apple Health or others.

54:06Basically, what this launch of ChatGPT Health is, I kind of read it as it's supposed to be a secure sub-window of ChatGPT for all of your health records that you can set specific, I guess, privacy permissions, certain deleting timelines. ChatGPT won't train on that data, or OpenAI won't train its models on that data. but I worry that this is going to incentivize a behavior that is already ill-advised. Well, it's also blind men and elephants. I had a family member who had a health issue, and I got the full lab results. I put all the lab results in, various of these models, and other information that was important, like what medication they were on.

54:53and I was wrong about the timing of the medication, one of the medications. And so the conclusion that the unit came to was actually right saying, danger, danger, Will Robinson, this is a problem. And then when I went back and I said, oh, actually I was wrong. They're not taking that medication. It was, oh, okay. Right? The problem was me in that case. I got the information wrong, but it's too easy to do that.

55:22Okay. Yeah. you don't have to use it well i signed up i'm gonna say we are saying this but millions of people already use chat gpt for this and millions more are going well that's right this feature yeah that's right so this would if anything those people make it better he says they say in the in the um announcement 200 million people are asking health questions of chat gpt so it's it's responding to a demand. Do you remember Samir Aurora has a new company where he got access to, and I don't really understand this well enough and I'm not sure exactly what the brand is. It's a fairly recent announcement.

55:59We're going to have Samir to talk about it, where he got access that others don't have to a trove of really credible and important health data. And then on that basis, what you build with it, I think is important. So I'd be very interested to know what ChatGPT's sources are, because I think that tells you everything. Well, it says over two years, we've worked with more than 260 physicians practicing in 60 countries and dozens of specialties. This group has now provided feedback. A model outputs over 600 ,000 times across 30. What's the? Well, that's how it works. That's the training material. That is how it's.

56:34But no, what's the original training? That's reinforcement learning. That's how you train. In fact, every model you use today is trained by humans with reinforcement learning exactly this way. uh but okay let me tell you what the training material is i'm sure it's

56:53I mean, all of us. Yeah, I'm sure they're using. Yeah, I mean, I think there's just a lot of questions related to this that I'm, I was surprised to see this launch because I would have assumed that OpenAI as a company would be wary from a legal perspective to be describing its product as offering health and medical advice. Right. yeah they're not i don't think they say in this article uh where they're getting how they've trained it whether it's just a chat gpt well it's achy give me that yeah because if you just use chat gpt and then we we reinforce but learning it a little and provide your health information right but but the rag i want to see is that it's it's not built on the it's like you're using notebook lm right notebook lm and rag will stick only to the data you give it it won't go off and make up stuff out of the whole general use of the entire internet right and i think that's a critical difference here uh and in health stuff i would want to see it trained only on credible health information and then reinforced by people who matter rather than using just generic llm

58:12okay i'm gonna use it you don't have to um i i think that the uh interesting thing is here is this kind of tuning i mean we've been talking about this for a long time tuning it to a specific need and goal with specific information specific training um and then taking data from your own sources. What are the problems? I don't know. Maybe you guys have better doctors who talk to you. I think I like my doctor. I think I have a good doctor, but I think the mistake of modern healthcare in the United States is that, as in my case, when he prescribed Ozempic, did he give me any additional information about it?

58:53Did he tell me what some of the things I should do, like resistance training? No, it was up to me to go out and get information from a variety of places, including the internet and books and AI. And I honestly think that some of the material I may have collated from the internet might not have been that good, or from books might not have been that good. In fact, there were a number of books I found that were clearly written by AI. So there's a lot of misinformation. This is why I think also AI is being used in therapy, in psychotherapeutic ways by people, because we are in a situation, at least in the United States, and maybe not for you guys but certainly for me where you don't get that information you aren't being provided with the kind of information you need and so there's a need for it yeah that's a larger societal problem right right i mean did you go to webmd when webmd first emerged and ask it questions once many years ago but then it told me where do you get health information from uh peer-reviewed scientific papers and journals you go out so you say okay i got to figure out how tamiflu works you go out and read scientific papers about tamiflu she would the wikipedia page yeah right i think i like i i often will read scientific journals about stuff like that but i'm a freak yeah you are she's a reporter yeah i think it's impractical and i think it's also very risky because there's a large volume of material and the amount of time you can spend going through that material is going to very much limit what you learn and it may not be the most important thing that you learn.

1:00:34WebMD has come under a lot of criticism as a matter of fact. It was a site that many people used but... I was going to say it was a site many people used until the long-running joke became that you'd go to WebMD for it to tell you that you had cancer no matter what your symptoms i don't know that's true but that was the joke yeah um well this is also where patients like me that site was really important it's also learning from other people who are going through experience you're going through yeah i mean i wouldn't say you you do chat gpt the exclusion of anything else you might want to do including if you want to read fine scientific papers okay it depends on the doctors too there some of them are so so i had a procedure before our last show.

1:01:20Yeah, how'd that go? It was fine. I was able to sit. It was not a problem. Good. You don't want to know anymore. I don't. But the guy said nothing to me. Absolutely nothing. Nothing at all. I mean, did you want him to say anything to you? I wanted him to know what the status was. Yeah, I want some information about when I could resume certain activities. I'm having cataracts. In a few weeks, you will see me looking like this. Should we all wear an eyepatch in solidarity? I think it's sympathy. I think you should. Although people I know have had cataract surgery report that their vision improved dramatically and they're very happy they got it done.

1:01:55But I went to my optometrist, who I like a lot, just to get the blank lens for the first eye. And he said that one woman came in and was really upset because what they do is they put in new lenses for you. And so that's why I get a correction lens so that I will not have to wear it for distance anymore. But she didn't realize, she was an artist. she didn't realize that when you do that you also can't see close right right now I can take off my glasses like you're wearing reading glasses and I can read those of us with myopia are very well are very used to getting putting you you probably see uh people do this all the time Paris looking at their phone like this especially us old people but that you can't do that after the cat do that anymore you know that no one told her that she said it ruined her life oh she's an artist she wants that detail yeah yeah and being able to get more information well that's not that okay that's my point is because we get with you i'm agreeing with you we have such a dysfunctional medical system that if you're really it's on the patient to get that information now and as soon as they realize oh they can just ask chat gpt they're going to even be blessed you know what it's just like news it's on you to fact check it too it's on you um but i have faith in people maybe more than you do that they can do that i mean i think you're worried about the dumb people believing what they get from the ai i have faith that their people are smart enough to figure it out yeah i wonder what ai tells you about uh vaccinations i wonder what grok tells you about vaccinations well that's why we don't use grok isn't it right but some people do well here's the good news those people should all move to florida because governor de santis has now announced that we have to react reject ai with every fiber of our being

1:03:47i don't know uh how he's going to bring the power of the of the florida he's going to unplug all the electricity in the state so we can't have it he is this is from politico he's emerged as a leading ai skeptic he wants to spend his last year's florida governor beating back the advancement of artificial intelligence he says let's not try to act like some type of fake videos or fake songs are going to deliver us to some kind of utopia let's not pretend florida's such a utopia either did you did you you didn't spend new year's in florida you came home for New Year's. Yeah, no, I came home a week in advance.

1:04:26Your microphone is doing that thing again. It's doing that thing again. Yeah. I think it's some hardware gating. I'm not hearing the thing. I think her level is going way down and way up. No way. She just more emotional modulation than we she modulates more you have to learn true if you're on the radio continue to speak at this cadence and this volume all the time yes if it helps signing off cup your hand behind your ear i'm getting word from houston that this is working now desantis is a well-educated fellow i think he went to uh yale didn't he he says the idea i say the idea of this transhumanist strain that somehow this is going to supplant humans and this other stuff we have to reject that with every fiber of our being we as individual human beings are the ones that were endowed by God with certain inalienable rights I've heard that before that's what our country was founded upon they did not endow machines or these computers for this these computers I tell you.

1:05:40The cynicism of trying to find a thing. I hear, I hear, I hear. But it sounds like he's just scared of AGI. He's scared of super intelligence, not like chat. He watched The Matrix over New Year's, much like I did. He has introduced a slate of recommendations for Florida lawmakers, calling on them to require companies to notify consumers when they're interacting with AI. We have that in California already. Prohibit the use of therapy or mental health counseling through AI. Where was it? Illinois that did that? and give parents more controls over how their children use the technology. They've done that in New York State.

1:06:12At the same time, DeSantis wants to restrict the growth of data centers that fuel AI efforts by stopping any state subsidies to tech companies and curbing such facilities from drying up local water resources. He's obviously read Karen Howe's book. But the governor's bill of rights, and I felt so bad. Christmas Day, I'm talking to my daughter, Abby. And she brought up the water thing. And I said, no, no, it's not true. And we got in a fight over it. I feel bad, so I'm sorry, Abby. But that's just how that kind of misinformation spreads. I think people want to believe it. I wish I'd known the fact that golf courses in the United States use far more water than data centers.

1:07:01So let's get rid of the golf courses. Everybody loves golf courses and thinks that they're just a real boon to society with no calabax. And by the way, the golf courses are pouring the water into the ground. The data centers are recycling the water. They're not pouring it into the ground. Well, grass is bad. She did bring up the fact that Elon Musk's data centers in, where is it, Carolina, are using natural gas generators and polluting. And I quoted our CJ Trowbridge, our guest, a few weeks ago. I said, that's not an AI problem. That's an Elon Musk problem. i didn't win the argument let me so that's interesting so we'll see uh we'll see what happens you know this is where though it's interesting to santa's is now actually going against the trump administration which has said no state laws we're trying to run for he's got to try and carve out something that separates him exactly that positions him as a another possible stop option i'd assume oh it's a oh it's a political thing i'm shocked there's politics here i am there's politics in my politics when we last uh left you uh the waymos were stuck in san francisco because they're still there to this day the problem was the traffic lights being out i didn't know what to do yeah okay so it wasn't so waymo lost communication with its no no no the communication was still working it was the traffic lights uh waymo explained that its self-driving car technology is already designed to handle dark traffic signals as of now and successfully handled over 7 000 during the power outage trepping treating properly treated treating those intersections as four-way stops but during the long outage their cars sometimes experienced a backlog when waiting for confirmation checks, whatever that, like when we called the home office, leading them to freeze in intersections.

1:09:04Oh, well, that seems like a good response. So Waymo said on Tuesday, they're implementing fleet-wide updates to provide self-driving car specific power outage context. See, this is why you do it. You got to get it out there in the real world experience these problems so you can fix them and be ready for the next thing by the way i just saw a news report in san francisco waymo is offering people on the street 25 to help them close the doors on the waymos because frequently and i bet you do this paris you get out of the car and you leave the door open never in my life my issue is the opposite i get out of the car and And I am like, I got to close this door.

1:09:46And I close it too loud. And then I feel like I'm being a jerk because I've closed a door too loud. Take that. Well, you're doing the right thing. The Waymo's as currently constructed. I'm not getting paid$25 to do it. $25. I should be holding out. How do they know that you're the one who closed it? That's a coffee in New York City. But they want people who are walking by and see a Waymo that's stranded because they can't drive with the door open. They're just sitting there going, close my door, please, somebody. If you see that, if you're in the streets of San Francisco, you see a Waymo with the door open just go up close it well how do you get the 25 bucks oh i don't know they didn't well that i think every waymo should have a little buddy that's injected in the back that's one of those laundry folding butler robots that if the door is open it pops out it waddles over closes it and then deposits 25 bucks to the nearest passerby that's a good idea pops back in don't cars already have like electric back like the trunk audio that's the problem itself so like those jaguar eye paces no they don't now by the way if you're in japan you this is why you're thinking this benito and you close a taxi door they're gonna yell at you because all the taxis in japan am i right benito have auto closers i'm not sure if it's and you'll break it but yeah well you'll break the door if you close it you gotta let the door close itself it's that yeah and the drivers were all wearing white gloves i might add maybe i just went in some fancy tapsies i don't know but they wear white gloves they're very polite you can't tip them and they i think they have little signs but they're probably in japanese but they say don't close the door but they don't yell all kinds of rules there so let the car closes under in this case those eyepaces that they use they never thought of that they don't have toy closers but but waymo says in future they will build cars with door closers so this doesn't sound like a big engineering problem you know it doesn't sound like a a big engineering problem just put a rubber band a spring on it something you know so leo there are more note takers for you well yeah i saw the article on plot the b computer lady is writing an article about how at amazon oh we're having so much fun.

1:12:00Now I feel sad. I gave my hairdresser my bee. She couldn't get it working. In fact, a lot of people with bees, those little things that I was wearing that recorded everything, once they were purchased by Amazon, I gave it up. But a lot of people who have them said, what? Is there still working? Mine stopped working almost immediately. So I don't know. So she was never able to get it working with Android.

1:12:30So Claude has a new wearable. Oh, Claude does? Claude. What? Claude. I have a Claude. Claude has a new one. I would have been excited if it was Claude. And then there's another one called, where is it here? Memory. I learned we had on Twit on Sunday, Joey Davila, who is an AI developer advocate and from Canada. and he said no no it is pronounced clud so i'm saying clud from now on you have joey back that's correct oh yeah you know we had joey on the show of course yeah but i was i was going that week i got him on and then i was gone oh thank you yeah he's gonna be a regular he played the accordion for us he has a new song can i oh do do should i play it for you won't take us down will he uh joey better not take us down uh he is the uh besides being an ai developer advocate he's worked with cory doctorow yeah he's uh he was he goes back to the early blogging days he goes back to the early days it's pretty cool um and he wrote a song which he played on the accordion for us i'll i'll just i think i can play a little bit of uh let me see if i can find this uh on his website or no as YouTube if it's on YouTube that might be tricky oh you know he took it down maybe after a man took him down after man must have taken him down oh no I hope we didn't get him in trouble because we played it on our show

1:14:03oh never mind I'm sorry Joey I'm sorry so okay plods got one but that's really another updated version of the credit card one. Then there's... Better microphones. CNET has a story about an old... You're not going to use a note taker. You're just going to use your phone. Right, because it's there. It's got very good microphones on it. And then there was another story from ZDNet about the most exciting AI wearable CES might not be smart glasses after all. Memory.ai's wearable pin records for longer and does things. Doesn't this look like the thing that got shelved after... Oh, the humane pin. Yeah.

1:14:48Yes, this looks like the thing that got shelved after like two weeks. It does look a lot like the humane pin. So they're still trying, is my point. So what is... So it's shiny. Memories.ai is launching Project Lucy at CES. Oh, I love Lucy. It builds on the prior Lucy pin which no one ever heard of quick processing at its core it stands for long understanding contextual intelligence lucy the switch bot has an ai recorder that's a second brain for memory so the point is there's four of these i'm soured on this well that's where i found out about the b was from last year's ces yeah oh there were a bunch of them announced at ces ah fieldy is um i think fieldy that is now was got acquired right i mean that's the thing is a lot of these companies i think were just started to get acquired um what happened if this is the fieldy you wear this thing and i still have this i think it's pretty cool i feel like they got it looks like it's compressing the person's chest it does doesn't it jesus let him go i believe it's a video pin so it's always is recording video no oh the human the new one from the lucy pin lucy oh that's like that it says failed ai wearables typically capture data without understanding it lucy does a better job of understanding your life the way humans do visually contextually and continuously uh with memory with the 2.0 the company aims to address this issue by converting the continuous video captured by the into structured on-device encoding frames, which can be used to index and reference them in what the blog post refers to as a, quote, sub-second search and recall.

1:16:39Three hours of continuous recording, which isn't that much. Three hours? That's not much at all. 109-degree field of view, a privacy switch in the back, and a status light. Yeah. yeah you know i'm i tried all of them and and i like i like the idea but the result wasn't fantastic my you know my main use of ai right now is just claude code which i which i leave running all the time i leave it running all the time on my laptop and it's fantastic i just uh you can ask it pretty much anything but mostly i use it to do geeky stuff like configure like i can you make the menu font two points bigger and it goes yeah sure what else would you like so i found on what on my laptop okay just do that yeah oh my god so Wait, but can't you just do that?

1:17:41Yeah, I could. I could go into a configuration file and edit it. And actually, that's pretty simple. And I could probably have done that easily. But Claude will do it for you. Sorry, who? Claude. Claude code. So I got a new laptop, a Lenovo ThinkPad X1. I put Linux on it. I've told this story before. we actually talked about it on the ai user group on friday but i haven't told you guys and i decided i because i decided i don't want to use the proprietary operating systems macintosh and microsoft are very both very opinionated about what how you use a computer right just as your phone is and they're not very flexible same thing with your chromebook as in terms of you know well i don't want to i don't i want the menu at the bottom or i don't want a menu or whatever i want i want these apps to launch in when i start up and i want them to be in different workspace all this stuff you don't really get to decide there are some limited switches you can flip but for the most part microsoft or apple or google decide what your experience is that's the so i said i want a laptop where i get to do it however i want so i got a lenovo and i put linux on it it's beautiful i love it and i i picked a desktop uh environment that is very different from all of these that i really like but it takes a lot of fiddling there are a lot of uh text files that you have to modify and i thought i wonder if claude could do this so i could so could could people are going what the hell is he talking about you have to commit at least for this one okay but this one show because you're a good and it can do it so a lunch club and uh and i said hey claude i'm using the sway desktop environment what's a good uh menu bar program and claude says well i checked and everybody seems to be using way bar would you like me to set that up and i said okay and then i said oh i would like to know what temperature my cpu is can you put that up on the menu bar of course and so basically bit by bit over a period of a few days i completely customize it okay all right instead of going and i could have done it all going out and looking up the documents and doing an editor and all that stuff i've been doing that now with my emacs editor completely with my desktop computer i said uh claude i would like to talk to you instead of tapping is there a way i can dictate to you and claude said oh yes we can install oh oui oh oui we can install the open whisper and have you just press the button and i will talk to you actually it doesn't talk to me but i because it would you talk to it i talked it uh and so and so i press a button it goes beep and i can talk and then press it when i'm done and it sends it off and it did it all i could have done that absolutely i could have gone to the various wikis and downloaded this figured it all out downloaded software but claude just did it for me i got a new use for ai when we were gone one other thing i can say to claude hey i don't like that claude take it back i take it back and it undoes it it remembers everything it's done oh it can undo it or just because it knows no it's because it remembers the conversation i say so every time you do something for me put it in cloud.md and then i also commit it to github in fact if you want to see my configuration it's public on github uh i'm leo i'll be doing that tonight for sure i guess you will fascinating and uh so it can it can download the commits it can change the commits it can check so it no yeah it can undo anything so i say no i don't like that can you do something else and it just does it go ahead now how are you using it jeffrey so i'm not going to tell you the subject because I want to keep this just to me for reasons, but I have a story that I suddenly realized one day that other people have talked about doing a screenplay.

1:21:50And I thought, well, no, I think that I could do that. And I had no idea how to write a treatment. So I wrote up four or five pages and I fed it into Notebook LM and then Gemini and I think at GPT. And I said, can you make this into a treatment? And it did. And it wasn't very good, but the format I had no idea of, no idea whatsoever. So I learned the format and versus going to read somebody's website about how to write a treatment, it used my material. So now I can say, well, that's s***. I'm going to rewrite this and I'm going to do, I'm sorry, bad word. And so it was really interesting as a different way to learn something because it used material that I knew and cared about.

1:22:37Right? That is very interesting. Yeah. And so it gave me, my agent doesn't know how to deal with this because she deals with like academic books and things. If everybody out there knows a good agent who deals with movie stuff, let me know, seriously. But it's like a 10-page treatment, act one, act two, act three, you know, and the character arcs and all these things I didn't know. And there's a lot of formatting, right? Well, it's not a script, so it doesn't have the, you know, X. But it would if you said, can. And by the way, I've been doing that too in my Emacs. I'm saying, can you reform that for a different, and it does it.

1:23:09Yeah, it would. But this was - It's amazing. This was, I didn't know, there were elements I didn't know I needed. There was a flow I didn't know I needed. Then I also had it, you know, critique it. And there's the problem. There's the sycophancy. Oh, this is really fillable. This is wonderful. You should make this, right? No, no, no, no. I think it's smart to know what it's good at and not good at. You're getting, if you're asking for creative advice, you're getting in middle of the road advice, basically. Yeah. Very middle. You're not getting great advice. But I learned the format. I learned something new, which was really useful.

1:23:38But there are some things where you do want kind of middle of the road. Configuring a computer, for instance, is a good example. Don't go crazy. You want, what is the most popular way to do this? Or what is the, you know, what is the one that you see the most of? And so in those cases, mediocrity is exactly what you want. It's not mediocrity. It's average is exactly what you want. So yeah, but not in creative. I am less interested in all of this stuff for creative purposes. I know a lot of people are. Scooter X just put in something that may be useful for your job here, Leo. Did you see this? The Verge story?

1:24:13Yeah, but this is a concept. The teleprompter. The teleprompter to your glasses. A teleprompter to glasses. No, I don't.

1:24:26Hello. my name is a leo claude lafort hello hello um okay that's interesting a teleprompter i see tony de copa will be using it on cbs news before you know yeah i love that the teleprompter uh display image says speak naturally stay on script and never lose eye contact that's the power of the teleprompter you know i just imagine someone repeating that to themselves that is oh and by the i'm sure they taught you in this in your media training the constant eye contact is not a good thing is it no no nobody does that in real life should we all a a uh but you know let's give you a gift here we're all going to do constant eye contact can we all let's all look a different direction wonderful thank you now we just look retarded i'm sorry i'm supposed to use that no that was that's a bad word that was worse than the other word that you used jeff um sorry we're old these things are still in our heads they're still in our heads it's bad i disavow them what what should i have said mentally challenged is that okay we look dumb dumb dumb is good dumb is a good word and i didn't mean dumb but i will use dumb

1:25:43hmm i i am so close to buying those new ray bands this is not going to put me over the top what i'm going to wait i want to see if i want to see see i don't like it's just one eye that's kind of weird oh it's just one eye yeah that's like jeff in a couple weeks the one-eyed monster hey everybody yeah burke says i always make eye contact and keep it and burke that's why we think you're weird all right let's take a little break we are uh back aren't you glad uh intelligent machines should we do carpathy's year in review i don't think it's that interesting karpathy did tweet an interesting thing he tweeted a very interesting thing on christmas eve or christmas day he said he's the guy we mentioned before the creator of the term vibe coding he used to work at tesla ai he's an ai guru and i've recommended his videos as a great way to understand what's going on with ai if you've got three and a half hours to kill and uh He posted on X over the holidays.

1:26:52I'm overwhelmed. I can't keep up. It's happening too fast. All of this coding stuff is going too fast for me. Andre, if it's going too fast for you, we're in deep trouble. But it kind of encouraged me. There's no hope for us. It kind of encouraged me. It's like, yeah, well, I feel that way. I've always felt that way. Yeah, but is there anybody who feels fully capable and caught up? No, right? No, everybody. they do they have hubris beyond that's the that's the agi they they're they think they're smarter than i it's funny because when i first started doing computer stuff i felt that way i felt this stuff is moving too fast i'll never be able to keep up it's overwhelming and i just said you know what i'm gonna in fact i even came up with a whole philosophy of a way of thinking about it instead of thinking of it as a cup that i'm going to drink of and try to drink all of it i'm going to think of as a flowing river that I'm going to dip into.

1:27:47I know I can't capture it all, but I'm going to dip into it and use it as it flows by and use what I like. And I know there'll be stuff that's going by. And that's what the way it is with news now, with information for sure, and certainly with technology. But here's a, when we come back, this was actually an interesting piece from axios 2025's ai-fueled science breakthroughs things we actually this is part of my continuing effort to convince you to pr that ai has some value gosh darn it well it's behind a paywall so i'll never know i won't know what it says until we come back from a break oh i think she was one free article for a millennium is axios behind a paywall axios yeah it says i've You've got to subscribe to Axios AI Plus to continue reading for free.

1:28:40Oh, dear. Oh, that's not good. They've changed. They used to be free. Do you subscribe to Axios? That's not a paywall. You just have to subscribe. It just says to continue reading for free, you have to subscribe. I hate that. Yeah. That's a paywall, if you ask me. I guess so, yeah. Good data wall. It's a data, something. Hey there, it's me, John Stamos, in partnership with Colaguard. And a little birdie told me you're over 45. Listen, that's not old. It's really not. But it's an important age. If you're at average risk, that's when you start screening for colon cancer. And look, it's okay to be nervous, but it's not okay to ignore your own health.

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1:30:18This episode of Intelligent Machines with Paris Martineau and Jeff Jarvis, great to have you, great to see my old friends, great to see all of you too, is brought to you by Delete Me. Now, this is something you need. If you've ever wondered how much of your personal data is out there on the Internet for anyone to see, I do not recommend doing the search. But if you look for your name, you will find that. You will find contact info. You may find social security numbers. I actually looked for my social security number. Steve Gibson and I did this on Security Now. Both of us found our social security number.

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1:34:08Data brokers have been there forever. I mean, I've talked about this on the show before. I used to scare students by showing them what's in Axiom long before, well, not before the internet, but many years ago. Yeah. They have a list of, well, this is funny. There's a data broker registry on the state of California. but as of january of 2024 they stopped doing it why see i think there must be a big lobby somehow of data brokers so it's a if it's three if it's two two years out of date it's worthless because these guys change their names they they i mean anyway that california does have a tool we'll see how long it lasts to uh it's called drop delete request and opt out platform um i haven't tried it yet it's only available to people in the state of california um and it only goes into effect august 1st and then brokers have 90 days so i don't think it's maybe as effective i think there's a lobby and i think one of the lobbies is not data brokers is law enforcement and other people like marketers who love it that they can get this information that they don't want it to be shut down there's got to be right otherwise it'd be gone and yes federal law does allow you to go to data brokers if you can find them and have your data removed but you there's more than 500 new ones all the time so good luck with that all right here i am making the case for ai you can throw tomatoes at me paris it's okay

1:36:002025's ai fueled scientific breakthroughs uh making diagnoses for alzheimer's oh it's on the road to becoming faster and cheaper with ai researchers at a wide range of universities and healthcare institutions announced findings this year about how ai will help with future therapies they found for instance a specific gene that's a cause for alzheimer alzheimer's and they were only able to make that gene because ai helped them visualize the three-dimensional structure of the protein that is one thing ai has been very good at is protein folding right uh in fact that's google's alpha laundry but it can't can't fold laundry but it can fold your genes g-e-n-e-s it can't can't fold your genes but it can fold your genes uh google released alpha genome which is a model to understand diseases better and lead to drug discovery uh that's gonna be huge yeah it will be again a lot of this is like yep someday i was about to say i like that all of the biggest ai things that happen in 2025 for science are things that will happen they're gonna happen uh humanoid robots discovery of the electron to radio it takes a while it takes a while um yeah i'm surprised they put human robots in there they say one day they will clean homes not today not today weather forecasting five is better in fact google released a weather forecasting model that can generate forecasts eight times faster than before that's something ai is very good at uh how about this a machine learning framework helped a team analyze scientific literature more than 1 million rock samples to narrow down viable alternatives for cement cost and emission efficient cement mit's been working because it's a terrible polluter it is a polluter that's right um we mentioned alpha fold which is doing 3d protein folding that started five years ago uh six nobel prizes for google three awardages in the last two years around that you know this isn't as satisfying an article in defending it's axios it's i was i was really excited never mind forget i brought it water someday all those tomatoes are gonna hit you square on oh i think we gotta have just these projects just get all the money that open ai gets we'd be better off you know amen yes i agree i agree but that's not how it works in this and problem though it's never really been about ai it's been about the people who make the ai right it's been about resource allocation but somebody in the chat your opportunity now is to make a game of hit leo with the tomato and leo dodges the tomato i'll give you the sound

1:39:07we're doing free foley work out here guys you gotta put you got the sounds now make the game claude code on this could do it it can probably be vibe coded before the end of the show right i i know it could get on it guys jeff remember i've accidentally cannibalized my picks the week bring this up so it could be my thing oh she needs a new pick so write the code what was where did flappy jeff come from why did we do it was the only thing i've ever vibe coded and it was i i think i typed two sentences in the chat gpt wall on the air and we oh i gotta go the ice cream truck is here made a better version can you hear the ice cream truck driving by no no it's driving by you still not have walls we live on a dead end and there's an ice cream truck and it's the middle of winter and it's freezing cold and there's an ice cream truck you should go support a local business leo well we'll keep talking for you ask him if he wants to come on the show drumettes what was that what was that really good one that they discontinued it was a nice creepy powerpuff girl ones that get melted and they look really haunting you're the one with the gumballs for ice yeah ooh

1:40:24aunt pruitt in our uh in our discord says it's never too cold for ice cream bless your heart rule of life ice cream place near me is now open year round and i'm like it whole choice yeah i don't i know yeah it's it's so cold i don't know if i really want ice cream by the way i love watching ant on his shoots getting his makeup and and he's playing your extraordinary yes he's getting a lot of work yes as well he's a handsome devil yeah where do you find that is that on his instagram that is uh i think you're linkedin right at linkedin Yeah. Nice. Yeah, because it's to get jobs. And you'll see some of the headshots on antprude.com.

1:41:09Oh, on Instagram, yeah. Yeah. A lot of good stuff. Need a model on set? I'm 6 '2", tall, 225 pounds, 36, 32 trousers, extra large shirt, bearded or clean-shaven, your choice. Comfortable and easy to work with on set, which we know we can attest to. I love that. If you watch the audition videos where the guys will say, I will shave for the job. Or I won't shave. Some of them say, not going to shave. He can also take the photos. That's the thing, yeah. He can pose in them. He did photos where they made him look young and then they made him look old. Nice. We love Ant. Ant's the greatest. Ant, P-R-U-I-T-T dot com.

1:41:55Hire Ant. A Google engineer says Claude Code, which is interesting. Wait, Leo. A Google engineer said what? They said what? Claude. Claude Code. A Google engineer. Doggy? Dog loves no. Claude Code built in one hour what her team spent a year on. What's funny is Anthropic left Google because they didn't like how Google was doing AI. and they're competitors. Anthropic left OpenAI, not Google. Oh, I'm sorry, OpenAI, that's right. But they're still competitors. Google principal engineer John Adogan reports that Anthropic's cloud code generated a distributed agent orchestration system in one hour, a problem Google had been working on since last year, I mean, 2024.

1:42:44Well, the result isn't perfect. Okay. Dogan says it's comparable to what Google built previously, which also wasn't perfect, highlighting the rapid advancement AI assisted coding capabilities. Claude code creator Boris Chalny suggests enabling the tool to self-check its work, a feedback loop that can double or triple the output quality. I have noticed as I use Claude that it's an interactive process. I think the whole idea of a one-shot process is misleading. Yeah, sometimes they can one-shot stuff, but really you should do it in more little planning chunks a little bit at a time, back and forth, back and forth.

1:43:25Check it. I've been very impressed with what you can do. To cut through the noise, Dogen clarifies, Google has built several versions of the system over the past year, 2025. There are trade-offs and there has been a clear winner. When prompted with the best ideas, ah, this is how they did it. When prompted, using the code base of the best ideas that survived, coding agents can generate a decent toy version in about an hour. What I built this weekend, she says, isn't production grade. It's a toy version, but a useful starting point. I think that's a fair description. So I asked this question before, but I'll come back to it.

1:44:03When we had Mike Masnick on about how he did his vibe coding. I think what blocks people, frankly, like me, is I'm not used to putting things on servers and running them. Well, you don't have to do that. I haven't put any of the stuff that I do on a server. It's all local. It's local to what, though? To my computer. Oh, okay. So how do you get to run a run version of what you've had? You can run it locally. You run it locally. He's only going to have it because he wants a server version. So Claude is running in the cloud. Yes. Claude's cloud. Claude's cloud? Claude's in the cloud. Claude's cloud.

1:44:39Not cloud in the cloud. Claude code in the cloud? but but it but what you do is you go into your project directory and if you've started a new if you're starting a new yeah probably it's hard if you're not a coder that's what i'm saying you're just learning python and you go into your directory where that code is going to be and you you open code and and you say slash init it reads all your code reads your project then you say here's what i'm thinking let's plan a pro you can do it all right right right so but here's what saying, Leo, I think there's a huge consumer demand that will come up when somebody comes up with the really easy way to say, tell Claude what the program you want to do, and then it just runs and it does what I want it to do.

1:45:23I want you to do something. That's what you do. I can do that right now. That's how I did it. Isn't that what vibe coding is? Yes, but it doesn't have to be on a server. That's just how it works. Never mind that. I'm still saying people aren't going to do inits and they're not going to do that kind of stuff. Well, you don't have to. No, no, you can here watch let's do it all right that's what i'm trying to get to is to get to the really easy consumer level of this yeah you can do that the problem with that jeff is that like you need to be a good producer you need to know exactly what you want and most people don't know exactly what they want you know that's that's the problem most people have is they don't really know what they want what are we going to make i forgot oh tomato game yeah oh good okay game where we're throwing tomatoes at you okay now i'm gonna do claude claude hello claude hello claude talk to me claude what language you're gonna do this in python right see right there you've lost consumers no no do you trust no i don't have to do any python and it's user slash leo slash tomato it's like yes yeah it is slash tomato that's where we are

1:46:29I want to create a game. Oh, I don't have the dictation on this computer, so I can't dictate it. I have to type it. I should have put that on this computer. It would have been much more useful. That would have been good. I'm ready. I'm happy to help you create a game in Python. What kind of game do you have in mind? I want to do a GUI game. GUI game. Is that a type of game? Or are you referring to this? It's a graphic user interface. Okay. I was like, are you referring to what happens to tomatoes? Not G-O-O-E-Y. G-U-I. With flying tomatoes. And I want to aim the tomatoes and score points when it hits a picture of me.

1:47:19See, this is something completely... You could totally do, Jeff. right now i'm okay now once once it makes it it stays this way it stays this way well i mean i'm not gonna we don't probably really have that's that's my point it's almost dinner i want to share this i want to share this yeah you'll get a game you can package it up you can say package that up so i can send it in an email okay how am i gooey game through gmail how do i make it on the web how do i put it on the web so people you can say okay well that's a little more complicated that's what i'm trying to say i think there's a whole any web game you have to have that's what i was trying to say the server yes well you you just made it a web game put this on the web yeah you could you simply say okay i need a web server can you set me up a web server and i'll say okay where do you want to go where do you want to host it and you say i don't know what do you recommend it's going to say hetzner okay can you get me an account of hetzner yeah now you're have to some point you do have to intervene because it doesn't have your money it doesn't have your passwords things like that so you might it might walk all i'm all i'm trying to say is i think that there is a big business opportunity to say whatever program you want you told clude and then the next thing you know it's available to you and you didn't have to know any of this stuff well that's what i'm doing so it's a great idea a tomato throwing game sounds fun before i start building it i have a few questions about the game mechanics how should the player aim and shoot the tomatoes do you want a keyboard arrows or you want to click to shoot do you want drag and release what's best well actually uh i want uh i want um paris to decide drag and release slingshot right that's how you would like yeah that's what we want okay should your picture the target move around or stay in one place.

1:49:08I think definitely it should move. Yeah. Do you have a picture ready to use as a target? Yeah. Don't you? You have a photo of yourself. Yeah. Okay. Submit answers. Okay. So now it's reticulating. Claude is funny. It has a lot of different verbs it uses for as it's working. Reticulating. Perfect. A slingshot style tomato game with a moving target. That'll be fun. let me build this for you it is now writing the game i love all this give it you didn't give it the photo well it's gonna ask at some point it it it prompts you it doesn't ah so it's gonna say okay i need that photo now let me let me uh let me get a photo from uh pretty fly for a sys guy has come up with a really good uh uh game box image for this game we made oh yeah i like this ahead of ourselves a little bit uh let's see copy image okay now i've got that image it's still thinking uh because this is complicated it's writing a whole game in python right now this is beautiful d cool oh wait a minute okay use of everything now here's the by the way here's the code you want to see it jeff sure because do you know any python no i don't know do you care no look at here's all the code i like where it says import math yeah import math good if i could do that my brain man if i could do that that was me at 10 a.m on monday when i had the flu and was trying to do basic you would have loved this i would have loved to have imported yeah i mean i think this is really cool now this isn't the only way you could do this google's got of course their new uh what is it called uh uh antipodes i can't remember what it's called anti-gravity uh there's uh okay codex will do this for chat gpt okay the tomato reset automatically after each shot first install pi game run the game and then you have to give it the path to your picture file okay good so it's done should we should we play the game sure yeah all right i want to see how you can you can get paris to play oh i don't have pip let me see do i have uv no i wish i knew what any of these words meant but i really enjoy also that i don't yeah pip is a python in uh of programming like pip pip cheerio so i have to install python i thought i would have had it on here but watch though this all happens very fast okay but as long as you can oh i have python okay i would think oh it's probably not in the past you ah it's pip three okay that's why you need pip pip and then the third needs to be a cheerio obviously not a typo there can't just have three pips that would be crazy

1:52:08i meant now i have to read some instructions oh that's the part we hate yeah come back here she keeps rubbing up against my legs and then running away when i try to hold her up to the camera she's being shy come here giz we haven't seen you for three weeks giz come here got her there she is you're not gonna do it you're so strong gizmo

1:52:39I'm really trying to get her to face the game what a cutie this cat interlude provided for you by good good this is too complicated i i have to install some python stuff but i but i will finish this after the show and by next week we'll have leo laporte tomato blast the ultimate we've still technically got a chance that darren okey is making this exact same game it'll probably be better but there is a game and it's ready to go i just i don't have the the programming it's schrodinger's game okay let me ask the question this way you've made the game how does paris plan it I would have to send it to her or I could take a bag on her put it on a floppy disk put the floppy disk in the baggie with some mimeographed instructions seal the baggie put it in an envelope mail it to her and she could do it that way if you wanted her to play with right now I would just I would email it to her it's a file it's a file okay she had to have installed Python no it's once I once I get this all set up she won't have to stop by thought all right fascinating I hope that we all get an email with this game before this night is out you will have I will write it better I won't do it in Python I'll write it I was going to say if we're if we're requesting features I think the tomatoes should explode when it hits the image view but that might be so that's what happens so I could play the game now and then I could go back to Claude and say you know I would like the tomatoes to explet much more aggressively on Leo's face um it's pretty impressive it really is um and and the thing is that's this is a more elaborate kind of thing than i do mostly little bits and pieces at a time like well please install a way for me to transcribe stuff or does clud know what a tomato looks like does it have image generation capabilities uh that's interesting yes you could use an mcp server to connect flood to well you could actually connect it to nano banana and say but so i wonder what you are throwing i don't know where it got the tomato that's a good question i don't know if it is a tomato would it know enough to ask and say i don't know what tomato is you have to tell me it knows what a tomato is but whether it cannot i don't know whether it can generate a tomato well that's a good question i should look and see if it might be a computer graphics tomato That'd be interesting.

1:55:15That would be pretty fun. It would have a reference. It can go and say, okay, tomato. Don't know what a tomato is. Let's see what a tomato is. Get a reference file and says, oh, that's what it looks like. And say, well, then I'd put dots here like this. I mean, it can do all of that. Yeah. I'm just imagining an ASCII art tomato being thrown at you. It's pretty uncanny what it can do. And I encourage people to try it. I really do. All right. i think i think we've got a debate whether satya nutella is right or wrong what does satya say line 130. all right let's go to line 130 right now oh satya says stop calling it ai slop right what does he say rebrand it we need to get beyond the arguments of slop versus sophistication you know it's a lot because because that's not like a high culture and low culture thing yeah it's uh there is a slop no one would deny that in fact the more we i think it's the opposite the more we define it and have norms against it the higher the quality will be because people will be motivated at some point not to do it anymore because i think we need to i think we need a new model of what ai is it's not we stop anthropomorphizing it but also stop expecting of it superhuman capabilities.

1:56:38It is a tool. It's like a computer. A computer can generate garbage and can generate great stuff. When we first got laser printers and fonts, people made documents that page layouts that looked horrible because they looked like ransom notes because they wanted to play with all the fonts. Is that slop? Yes. But does it mean that the computer, the laser writer and page by definition you you're conflating slop with thing that looks bad oh you say if a human does it it ain't slop correct it's just bad

1:57:17Slop specifically refers to it being machine generated. So, well, then I agree with Satya. I think that that is just because a machine generated is slop. I would agree with that. No, it's not. No, no, no. It's a Venn diagram. No, no, no. It's more of a Venn diagram. It's a specific, it's a subset of machine generation. there's a subset of AI generated uh images text that is slop because it is bad or nonsensical in a way that is inherently slop like not all AI stuff is slop but all slop is made by AI correct unless you're feeding it to pigs which is where the word came from in the first place yes grandpa

1:58:07i mean that's what slop was originally it was the food scraps that were slopped together and fed to pigs right so that's what i think of when i think of slop it's a it's a pejorative it's like this thing is it is a pejorative that's correct but it is uh as benito said it's kind of a rectangle square situation so from the conversation we're talking about ai all wrong so this is pablo sanguinetti he was a professor of ai uh in italy he has a book that is an italian called techno humanism a narrative and aesthetic design for artificial intelligence so he argues toward the end that we should um not we should avoid using ai as the subject of a sentence as an ai does this or yeah that's good i like it when it is being used as a tool and thus not anthropomorphizing Playing with the term AI also helps us see how much words can change our perception of technology.

1:59:05Try replacing it in a sentence with, for example, complex task processing. Hard to say. One of the least ambitious but most accurate names considered during early days. So rename it and rebrand it. Or expert systems. That's what AIs were originally. So I mentioned when we were trying to find some, I'm really glad we got who we got for the show today. but one of the people I mentioned is a guy named Thomas Haig, who's a historian of technology. He wrote a book on the history of computers, and he's writing one now on the history of AI as a brand. I think he'd be - Yeah, it's more of a brand, isn't it?

1:59:41That's a better way to think of it. And interestingly, he argues that, he was interviewed on another podcast I listened to, that with all of the pushback on AI right now, we might see these companies start to rebrand it themselves that they'll use other phrases for because they want to stay with my eye because you have people like the santas who are saying all the eye is evil right so here's a picture of me before jrpg style and here's a picture of me after this would be your icon in the corner of the screen thank you i like that the microphone got slopped so everything got slopped yeah that's good who did that anthony very good probably nano banana and yeah i think the prompt probably did say what did you say uh parasit i think it seems jrpg style yeah 16-bit yeah it's like um super nes yeah one of those old rpg games yeah yeah very nice i like it this is unleashing creativity from i think our tomato game is going to end up being pretty good i do think we have to re-contextualize ai because i i do think yeah because we ascribe so much to it we it's disappointing to people when it doesn't do the things that they are ascribing to it um well this is the whole agi thing there was a fascinating debate between uh leon lacun and um devis hasabas while we were gone and uh devis is still tour didn't they just didn't they debate before no that was i went to an event where was somebody else from deep oh okay debated with jan so demis is jan was saying it's not agi it's not general intelligence there is no such thing anyway um we're good at we as humans are good at some things bad at other things we're spiky so will ai be and i think he's right but But Demis is still chasing the AGI brass ring.

2:01:38No, no, no. We will have a general statement. We'll have a general machine. And so that's what DeepMind and OpenAI and Anthropic are still going after. And that's why I'm on Team Lacoon, because Jan is saying, no, we're going to have a whole bunch of specialized AIs that are going to do some stuff really, really well, far better than we do. We already have some protein folding. But the goal isn't to think that we're – it's to replicate us. and i think this this idea of replication has caused the industry huge problems because that's what's freaking people out yeah i think a lot of i mean it's one of the many issues that the industry is having right now is just that the promises that were initially made about what these products can and will imminently be able to do is just one not realistic but two is perhaps like not as interesting as what they're currently doing or have the capacity to do well i think that's what we heard from jason at the beginning of the show is you know i didn't see anything i want to buy i don't see anything that my friends would use it's still amazing it's still doing great things but it's being presented as if it's a um consumer cure-all uh and that's wrong way to brand it lisa was asking me and i actually don't know what the answer to this is she says i want to take a course about ai and i one of my thoughts was anything that is a by now a course is going to be outdated right that that you couldn't go to your local community college and take a course on ai that would be in any way timely well i have the answer for her on line 156 funny she should ask is it this the stanford uh lectures yeah yeah so i was thinking maybe sending this to her she wants to go to an actual class but these are stanford's uh ai courses from online.stanford.edu they post it on uh on youtube the great thing is it's taught by twins oh that's confusing did you have you watched this no no because i just lecture one transformers is Is the whole course on here or just?

2:03:50Yes, it is. The whole course. This is just, I couldn't find the page for it. So I just put up number one. They probably have a playlist somewhere. Yeah, I've been, you know, it's fun. You can get a college education on YouTube easily. I do a lot of MIT's open courseware stuff. Oh, wait a second. You should play it for just a minute because he has a - Can I put that on my resume? I took a MIT course. uh that's yeah you don't have a degree hello everyone and uh welcome to see me i just need to see him say i bet he uses cloud so my name is afshin i will be teaching this class with sherving who's in the back and uh and and sherving is his twin yeah if you look them up they're twins i think i just put a picture of them up i don't think yeah i would love it if they why aren't they both down there i know i want to be mirroring each other's movements throughout the entire yeah All right.

2:04:46CME 295 Transformers and Large Language Models. Yeah. I mean, that's going to be a good course. The question for Lisa is like, does she want to learn how to understand how they work? She wants to use them. So there is no real consensus on that. So how can anyone have a course? Like no one. Yeah. I don't know if there, I don't know if there is a good answer to that. There's lots of places you can learn about the underlying technology, but I don't. and one of jason's if you go to x you'll see a thousand posts oh yeah i have the 13 best prompts ever and you'll never need to know it again well here's another one is i should share with her because i still have one um nate b jones he have you watched any of his full videos no and i sent you i sent you and you said you wanted to get it and you didn't watch it they owe you i'm sorry i'm busy uh watching tomato oh i actually have seen this guy i like this guy he's really good what he has very short videos yeah i watched the shorts i didn't know the short ones the long ones are amazing and he he'll take you through how he made something with it yeah detail he's great that's kind of what you want he explained the grok beautifully it's 35 minutes of just an explanation i've been trying to get that's the one i watched i watched his grok explanation it was really good i thought right yeah he knows his stuff but he also does practical things like here's how he used nano banana to make a whole to put his life as a as a game board on a huge screen you know he does that kind of stuff it's like right he could make the problem is i mean these things are great because they give you ideas about how you can use it yes but the beauty of this is it's yours it's very it's highly personalized you you have it do exactly what you want it to do and what you need it to do now he has his own community on uh his website natebjones.com actually after you sent me that i thought about uh signing up for this i thought that this kind of looks kind of i'm paying 200 bucks for him um yeah and it's a lot of stuff so the other one is the jason heiners i signed up for his newsletters when we started the show yeah one of them is the first one is uh ideas about how to use this in business yeah there are that's what i think there's a lot of resources like that i think of course no people ask me for a book to read no that's going to be out of date by the time they put it on the paper there's just too much it's too broad it's like saying can you teach me uh computers it's really important again that you have that metaphor that i cannot drink this river it's impossible i can dip into it and i'm going to look for little things that i can use that i can try uh you know that i can uh tailor to my life and i think it's not a bad thing to start with well i want to can you help me with a to-do list or something like that or i've got to plan a wedding or maybe a new year's eve eve party and and and go from there but don't attempt to strength the whole ocean well on the news part of it i mean i irritate you everywhere putting tons of things into the rundown but that's how i learn yeah i see all the stuff going on no i don't it doesn't irritate me it's just i can't uh absorb it so i have to let you pick the stuff that you want to highlight because i i can't absorb it all um what is nate b jones background is he i don't know i don't think he's a technologist particularly he says ai strategist and product leader about uh anyway yeah i i was impressed i was impressed yeah the problem is there's a lot of snake oil going around too because it's the hot thing so there are a thousand people who say i can teach you everything you need to know and yeah a lot of there's horrible online conferences that one we made fun of a few weeks ago yeah i just saw another one being promoted gary v speaking at an ai conference yeah once it's become really no ai once it's become um a moneymaker stand back uh you're watching intelligent machines jeff jarvis paris martineau so glad to have you uh paris paris looks deep in thought sorry i'm back i'm back on tomato game i've gotten distracted no good see are you are you are you a vibe coding it now trying to good what are you using uh right now i'm using i'm using both chat gpt and claude claude yeah and we'll see that's another useful way to do it um is combining these things the others what a lot of the latest uh you know techniques involve creating sub-agents and mcp servers and having ais use other ais and and collaborating people are trying a lot of very interesting things it's a very vibrant and fertile area right now and i don't think there is any single pass at this point so no i need to install pillow but it's given me tomato game underscore pie okay pillow is pillow is probably like pie game it's another library that this is the this is the problem i ran into is now i've got to install a bunch of stuff.

2:09:55Yeah. There is a, we've talked before for people who want to try AI locally and we talked a lot about that and I'm going to talk about that in just a moment. Ryan Reynolds here from Mint Mobile. I don't know if you knew this, but anyone can get the same premium wireless for$15 a month plan that I've been enjoying. It's not just for celebrities. So do like I did and have one of your assistant's assistants switch you to Mint Mobile today. I'm told it's super easy to do at mintmobile.com slash switch. Upfront payment of$45 for three-month plan, equivalent to$15 per month required. Intro rate first three months only, then full price plan options available.

2:10:32Taxes and fees extra. Default terms at mintmobile.com. You're watching Intelligent Machines. But first, a word from Helix and my mattress, Helix Sleep. I got a great sleep score last night. I can't remember. It was like 88, 89. Felt so good. Helix Sleep. How are you preparing for the chilly season, the winter? you're spending more time indoors, I bet. Wouldn't it be nice to have a comfy mattress to curl up on with your kitty cat gizmo or to read a lovely book with or maybe to play a tomato game? Stay comfortable inside with your Helix mattress. No more night sweats, no back pain, no motion transfer.

2:11:14Don't settle for a mattress made overseas with low quality and questionable materials. Rest assured, your helix mattress is assembled packaged and shipped from arizona within days of you placing you placing your order so you place the order and they make it just in time as you order made to order which is wonderful you can also take the helix sleep quiz which will match you with the perfect mattress based on your personal preferences and sleep needs it's exactly what we did lisa and i took the quiz it says side sleeper front sleeper do you do you want a cushy mattress do you want a hard mattress and it gave us the perfect mattress we love it and i have to tell you it has greatly improved my sleep my deep sleep is better it's longer i sleep overall longer in fact this is exactly the results that came back from a wesper sleep study helix did they measured the sleep performance of people after switching from their old mattress to a helix mattress here's what they found 82 of the participants saw an increase in their deep sleep cycle in fact on average they achieve 25 more minutes of deep sleep per night now honestly deep sleep for me it's an hour an hour and a half to get 25 more minutes is a massive improvement and that's the sleep that matters that's the sleep that cleans your brain you know that's where you really get the health benefits participants on average achieve 39 more minutes of overall sleep per night that's because less time tossing and turning, less time staring at the ceiling, more time sleeping blissfully away.

2:12:48Time and time again, Helix Sleep remains the most awarded mattress brand, tested and reviewed by experts like Forbes and Wired. Both picked it as their favorite mattress. Helix delivers your mattress right to your door with free shipping in the U.S. and rest easy because you get seamless returns and exchanges. The Happy with Helix guarantee provides a risk-free customer-first experience ensuring you're completely satisfied with your new mattress by the way you couldn't get my mattress out of my my sleeping hands i love our helix sleep no thought about returning it we love it best mattress we've ever had go to helixsleep.com machines for 27 off site-wide during the new year sale extended best of web and that's exclusively for listeners of intelligent machines you go to helixsleep.com slash machines for 27 off the new year seal extended that's best of web now the offer does end january 11th so go there right now and do enter our show name after checkout so they know we sent you and if you're listening after january 11th you still should check them out there's always great deals at helixsleep.com slash machines thank you helix Sleep for a great mattress.

2:14:03I'm very comfy and cozy. I look forward to it. You know that when you have a great bed and a great mattress, I don't know if you've ever had this experience, if you hadn't get the Helix Sleep, but when you lift the covers, you get in and you go, ah, that's such a good feeling. At the end of every day, I've got a, ah, thanks to Helix Sleep. HelixSleep.com slash machines. The idea of running an AI locally is, I think, a good way to get started with this too. Instead of paying, I pay 20 bucks to Anthropic, to OpenAI, to Gemini, to Google, to Perplexity, to Kagi, and on and on and on. But that's kind of my job.

2:14:48There are a number of different nice tools out there that people, we've mentioned before, Studio LM, Jan is a nice tool. But anything LLM has just announced, the ability to add web searches to its models. So these are tools you can download anything LLM, you can download in Windows, Mac, Linux. It runs locally, you choose a model. So, you know, you have to you have to start with an AI that you can you can download. And there are many, many models out there. You can even just start with anything LLM's own stuff. But you can also and all of these are free there there are what we call open weights right deep seek gemma from google um mistral french ai company mama from straw i think you should say it guys i got my first result pack and it's from claude and it's you know the how we're discussing how claude can't really do image generation right is the tomato wrong i mean the tomato is right but the rest is a bit sad i'm posted can you share your screen uh no i just created it i think i published it it's well it's giving you entertainment it's i'm very entertained you need to click the link all right here it is let's see artifacts why it's kind of primitive now how do i shoot it oh there we go well that's a start it's flats You know, you like to see it.

2:16:22It's got your little mic there. I like how the tomatoes disappear after a while. I like that they do splat, though. I didn't even ask it to splat. I just said I'd like a tomato game. We're the world model. Ironically, the tomato, it's got. It put Club Twit there, which I didn't ask it to do either. You didn't ask it? I just knew. Oh, and it said aim for the Hawaiian shirt for maximum satisfaction. Oh, you're right. I was aiming for the head.

2:16:50I told it. Well, I originally said it. You know, it's quite satisfying, even as primitive as it is. It's pretty satisfying, right? Okay, Paris, you are a coder. There you go. I am, yeah. Wow. By the way, as primitive as it is, that's just the graphics. The rest of it's pretty sophisticated, actually. I mean, I think it's pretty good for... It's got collision detection. It's got sprites. It took about 45 seconds and zero follow-up questions. The club twit sign lights up from time to time. I'm not sure why. that's interesting i'm just happy it's there there's stuff going on i like that leo that cartoon leo just rocks gently back and side to side moving slightly that doesn't make it any harder he's unblinking but see you could then go in and say can you make the eyes blink every once in a while i think that would make it worse well you can play with it and say no i don't want the eyes to blink.

2:17:47Very nice. Well done. Good work. Very good. You're a nice job. Tomato toss, Leo edition. Look anywhere to throw tomatoes at your favorite tech podcaster. Did you put that in or did it? No, I, so my entire prompt was, well, let me see if I can go back here. That's pretty impressive actually that you did that in about five minutes. Yeah, exactly. Not even the amount of time I spent squinting at the screen was me trying to get Chad GPT to do it. i after you guys asked what's up also pasted in clud i texted create create a gooey game where you throw a tomato at my friend leo pictured and included a screenshot of you sitting in your chair wow and uh it was that's it that was it that was it so it saw the club behind him is that what it did yeah that's what that is that's it that's what that is

2:18:43you could say make it more realistic I'm sure it would do that oh let me see oh no we've lost Paris into coding you've done it you've done it you've brought her down into the vortex it's if nothing else it's a fun toy but I think it is a lot more than that I'm I'm very intrigued by it I'm saying make it more realistic and make Leo move wildly around the screen oh that's too hard now you made it too hard harvard has a whole bunch of online courses as well on ai that you can take for free i think oh yeah that i also yeah three blue one brown is an excellent youtube channel for learning about that they have a very good course on neural networks but i think what lisa's not looking for is how it works or you know what's the underlying technology but really how can I use AI?

2:19:37And that's a harder one to answer because it's so personalized. Krippy has put his... We're still in the experimental phase of all this. Like everybody needs to try stuff. Like that's the whole point right now is like everybody needs to try things. And then, you know, in a sense, it's like, it's really a SaaS product. It's not really for us. I think people are doing some pretty amazing things. Let's see. I mean, this Leo game. so here's uh golly is a drag and release to throw tomatoes let's see where's the tomatoes oh oh yeah i'm the tomato apparently i like that i think that's pretty good it doesn't make a bolt i don't know what bolt is but thank you guys very fun so we get we get everybody to do this you need to drag from where it says drag and release to throw tomatoes drag from there click and drag from there oh oh I see oh human error drag and release so you've got to drag back I think maybe right yeah so do there's a tomato look there's a tomato now you're right I'm I'm dragging them the wrong way.

2:20:59I don't have a lot of drag room. You got a score.

2:21:06My screen's too short. I can't get the tomatoes. The slingshot needs to be higher. Yeah. Whoa.

2:21:18It's counting as getting you, even when it doesn't hit you.

2:21:26well it's fun and we just need a little bit more uh uh play for the yes all right but those are real tomatoes now is bolt an ai product galia all right we're going to try one more time did you did you is it better no it's way worse i i again i said make it more realistic and make leo move wildly around just a black blob now but there is a boom when the tomato hits me direct hit where's leo i don't know i like that there's a leo speed in the corner juicy up top it says oh i could turn the speed down maybe quicker can i turn the speed down i don't think so i think that's just for you that's just just for you to know that he could be fast combo oh no it goes faster the more you hit it it gets faster the more you hit it oh no oh no combo four combo boom combo five i'm getting good at this box is too big the hitbox is way too big i don't think i'm not even yeah that's okay i want a big hitbox oh the hitbox is too big you're right but you tell it i like that sometimes it says got him.

2:22:46I like the icon that happens when you throw the tomato. It slowed him down. Whoa. Splat. Boom. Combo. You're going to see a lot of these on App Store and other places. Anthony just said in chat, it reminds me of the old Flash game days. Flash games? Back in the day. These are Flash games. Alright, is this slop? Game slop. I mean you wrote it it's game slap it is the sense of his game slot but I love it game swap is derogatory or slop is derogatory oh I can see it seems it bounces off the old tomatoes so I can I can slow it down by giving I can I can reign it in oh and again like what you made a good game that's fun how much would you pay for this yeah it's pretty good pretty good tomato toss he's quick but are you quicker okay this is great video guys yeah this is this is not yeah we are sorry sorry people out there let us uh let us get to the picks of the week what do you say you're watching uh intelligent machines with our new slop creator paris martineau and Jeff Jarvis, who does nothing but writes amazing books like the Gutenberg Parentheses.

2:24:10Hold on, Leo. Magazine. We're short, one ad still. We do still have one ad still. I have an ad? Yep. Oh. Yeah, you had three. I thought I only had two. Are you dreaming? I have an ad about my mattress. All right. We'll have the picks of the week in just a moment. Experience a membership that backs your business journey with American Express Business Platinum. Earn five times membership rewards points on flights and prepaid hotels booked on amextravel.com. Plus, enjoy a welcome offer of 200 ,000 points after you spend$20 ,000 on purchases on the card within your first three months of membership.

2:24:49American Express Business Platinum. There's nothing like it. Terms apply. Learn more at americanexpress.com slash business dash platinum. With Sam's Club, you have the freedom to shop your own way. Curbside pickup? Deliver to your doorstep? Come in and grab it yourself? Yes, yes, yes. They've got plenty of options. Your call. Say yes to shopping the way you want. Join now at samsclub.com slash yes and. You must be 18 years or older to purchase a membership, and membership is subject to qualifications. Visit samsclub.com slash yes and for details. Ready to lead at the highest level? Kelly's online executive doctor of business administration is built for professionals who think strategically and lead with impact.

2:25:38Apply advanced research directly to your organization while earning a respected doctorate from anywhere with a fast track option for MBA holders. Tap to learn more about elevating your influence, your credibility and your career with Kelly's program. Learn more at kelly.iu.edu. you uh all right ladies and gentlemen I think this would be a good time to get our picks of the week and as always I will start with Paris smart no you know I said that because I cannibalize my picks the week that I was going to use a tomato based Leo games which you also cannibalized as well so I'm gonna do a little bit of double dipping here um we talked about this bit in the pre-show, but I had the flu over the weekend, but am here recording this podcast thanks to the wonders of modern medicine and Tamiflu.

2:26:32And I found this article from Bloomberg today really interesting about the fact that Tamiflu, which is an antiviral to stop the, I guess, replication of the flu virus, is now in short supply in lots of parts of the U.S. because this bout of the flu is hitting the u.s so badly um they talk to kind of some different pharmacists uh around is there a name for this flu i i think it's h i think it's crappy n3 or h2n3 yeah it's not a good one yeah And it's like, it's a cluster. It's H3N2 called clod K. Oh, well. Not clod. Well. Well, and part of the reason why this flu in particular is so bad that is whenever they decide on the flu vaccine, they have to decide what kind of specific sub target or I guess like submutation of a flu.

2:27:37they're going to target that vaccine ahead of time because they have to manufacture it and they chose a different one um so they didn't get the right variant yeah they didn't have the right it was a year ago practically that they had yeah i mean you gotta you gotta decide early on this sort of stuff and uh that wasn't right um so now this flu strain that um already is kind of mutated is spreading like wildfire. So I don't know, one would recommend getting the flu vaccine regardless, because I think it's still useful. I had the flu vaccine. I partially attribute that to my fast recovery, but also make sure you ask your doctor about getting Tamiflu if you end up getting the flu, because it really helps.

2:28:23But it really, really helps if you start within 12 hours of symptoms like I did, because then it stops it from multiplying and shortens your symptoms by three days. And if you get COVID, now you got, I didn't even know this existed. You got a test that is both a COVID test and a flu test. You know, I didn't know it existed either until Friday when I was feeling bad and I was on the couch and I was like, I guess I'm out of COVID tests. I guess I'm going to DoorDash a COVID test to me. Wait a minute, you ordered it on DoorDash? Yes, because it was Friday and I live alone and how else was it going to get you?

2:28:54And they go, yeah, you don't want to go out and get it. I also couldn't find any of my masks. I was like, I don't want to get anybody sick and I was like well I guess if I'm gonna get a COVID test why not get a combo COVID flu test sure and a Nestle's Crunch bar I understand a Nestle's Crunch bar and that made all the difference another one I just see you know I'm gonna get a test let me get a crunch bar too I mean, I thought about it. I should have gotten two, honestly. You feel better. It looks like a normal COVID test, but instead of one window where you wait for a line, there's two, and one of the windows has a control line area as well as a line for flu A and a line for flu B.

2:29:46So did you have flu A or flu B? Flu A. Flu A. That's actually great because the COVID symptoms overlap, the flu symptoms. and you i mean it's ideal what you had yeah because if you had covid you'd take paxlovid if you had the flu you'd take theraflu i know in both cases i was like i'm starting that immediately yeah because it really helps love it works too by the way it really works as well i've taken that um yeah except for it does make your mouth taste like metal but that's a reasonable side effect um in my opinion my other uh flu season recommendation would be bobca from zaybars which one of my friends dropped off for me you can get it delivered yourself it was chocolate bobca um zaybars oh that's good they ship it so i know they do i've had it shipped to me by the way i have literally it's delicious from zaybars and from zingerman's which is another great place to get your bobca and i learned because my friend who dropped off supplies to me is gluten-free they have gluten-free bobca as well so you know celiacs get it it's better with gluten though yeah definitely i'd agree every most things are did you see one of the things that ces was a gluten detector you can carry with you oh god i bet it's just a little i have a gluten detector it's my wife i was going to say does a piece of food look appetizing it probably has gluten and lastly happy birthday to nicholas cage you're oh you're 62 today wow maybe next november we can have a we can all have a nick of a nick of him no i mean i think we should all at least watch one nick cage movie in the club and i did that's a good idea you could pick the movie yeah great i included in the rundown under my picks the week a photo of nick cage's pyramid which is where he's going to be buried he bought a pyramid he bought a pyramid in 2010 he purchased two plots in a cemetery in new orleans to construct a large marble pyramid uh is he is he of the thinking that that will preserve his body that's what i don't know but he's got on uh on it says omnia ab uno i don't know what that means but all all from one all from one everything from one that's the opposite of a plural bassoonum no it's the same from one many many one oh i'm i'm good for that he's a he's a impulse buyer though he buys a lot of weird stuff that's why he makes so many movies that's why he makes so many movies this was i believe during the period where i like to refer to it as nick cate is pyramid debt period but i'm not sure if the pyramid actually put him into debt but it was a period where he's making so many wild purchasing decisions such as exotic animals a lot of snakes i think there was an island or two in there that he had to make a lot of some might say uh less highbrow movies god bless him you know what if you're gonna be a rich movie star spend money on weird things yeah this is by the way in the famousst louis number one cemetery yeah instead of bugging us i will also um i will read one of my favorite nick cage quotes look at the kisses people have planted on the uh as they should um this is an interview he with playboy magazine in 1996 playboy says nick cage your salary is shooting up to the multi-millions per movie reportedly four million to seven million do these numbers make you chuckle nick cage i don't chuckle i have respect for the dollar I don't chuckle.

2:33:26I don't chuckle. I have respect for the dollar. I have respect. All right, your pick of the week, Mr. Jeff Jarvis. Okay, so I guess I'm going to do this one. This one, so I finally bought a new phone. I finally opened it and installed it. It's a Google 10 Pixel XL. Oh, good. Oh, good. How do you like it? It's fine. It's nice. It's just a phone. It's just a phone. Yeah. it's it's it's but so my daughter got a new phone for christmas and i was going into the uh the apple store with her and she was doing the trade-in because we got a lot of money for the trade-in it's a good deal yeah and uh no we had to sit there and wait while the whole thing transferred over and then while it uploaded we sat there for two hours two hours in the apple store they gave us a chair once why did you do that because why did you go home and do it no they wouldn't let you you have to stay here what we're imprisoned we were we were kidnapped by the tackled you yes wait a minute you got an what this isn't even the story we she traded in her phone for a new iphone and they made her transfer it over and it made her uh stay there she had them transferred over instead of her doing it herself which you could easily no no they wouldn't let her because they I said, you have to give us the phone when it's all transferred over.

2:34:47You have to leave. She traded it in. You don't own it anymore. We own it. All right. Right. So then I also got her a screen protector. That's not a good user experience, I got to say. It's not. Yeah. They're coming over looking at us once in a while. Like, hey, we're still here. We're just sitting there in the Apple store like we're vagrants, right? What a annoying. So in the old days, I used to do that, right? It was the only place to get Wi-Fi in the city. I'd go sit in the Apple store. Anyway, so I got her a screen protector. And the screen protector now, if you've seen this, is they put it in this device.

2:35:14a machine yeah and it pulls out and then it comes out so we did that that was fine we're back to the car and she'd bought a um a case in best buy put the case on boom ruined the screen protector oh my god we just spent two and a half hours an hour nightmare back nightmare experience we go you don't need a screen protector you don't need a case i've been carrying around this phone raw loose for years and it's fine you're a very responsible you have done i'm not i drop this thing every single day paris i dropped i've dropped this phone probably three times today wow and it's well they make them strong now so we go back in they say oh this is this is apple is it good this okay no no that's not good so they put on a new screen protector i watch the thing goes do you have to pay for it again no no no no they do it they have to go through their you know, bureaucracy.

2:36:06I said, you put the case on now. Put the case on, ruins it again. So my daughter, bless her, says, I'll just buy a case here. We'll return that one to Best Buy. Clearly bad. She gets a clear case, puts it on. It works this time. So I, with my phone, I thought, well, should I get a screen protector? You're right, Paris. I didn't have one before. I thought I'll get one. And I saw this amazing thing online. This is going to be a confession

2:36:30from Toras. and it's, it comes with a little device with the protector and stuff, just like the Apple thing. You put it in there and you put it in and you pull it out and then it's supposed to work. And so there's video of this. You can watch it. So I, I'm, this is my stupidity moment. I'm really stupid. I, I, then it says, take this thing off your phone, which I did. Right. And there's this thing still around my phone that has a tab on the top and it's too big in the bottom and well this is bad so i email the company i say this doesn't work i want a refund and i take the thing with the tab off saying well that just took a whole thing off and it had left the screen protector on perfectly absolutely perfectly that's the whole point i had no idea that's the applicator but as could be that was the applicator i now have a beautifully produced so i i wrote back to the company I said I'm sorry and I was wrong email 20 times a day but they're doing it's a Chinese company and everything was through uh god knows what deep seek translate and they got no idea what it was so I just said I'm very sorry it works very well so that was my little confession of Jeff's old age to pin here well good for you they a lot of the screen now come with applicators because they realized no one can put these on.

2:37:59No, they can't. You can't. You really have to have them. And it's really nice. The screen product is very good. It's placed it perfectly. It's quite nice. Does it feel like plastic, though? No, it doesn't. No. No, they're glass now. The whole point of the story is I didn't realize it was on there. They're tempered glass. I didn't know it was there. Only when I finally looked at the end, I said, oh, oh, it left it. Oh, that's how it works. Yeah. Yeah. It's two hours later. So this is... my pick of the week was inspired by the rpg thing this is floor 796 this is a project by a russian guy he's been making this since 2018.

2:38:38it is a massive massive gif which is you know it is because 796 are the alphabetic letters for g i and f it is supposedly floor 796 yeah it's a giant animated gif and it's just one yeah he adds to it all the time and there's a lot of easter eggs in it wait let me see if i could find claude van damme because he will who uh claude van damme you can click on people and they some of them do things yeah there we go you saw that one did something let me see if i find claude that's a very weird thing going on in that room down there oh it's it's all stuff from movies there's a handle these are all references yeah these are all references yeah oh it's all stuff real stuff from movies and stuff um and he even has some easter eggs if i could ben affleck smoking there's a the a tardis a tardis um oh now where where oh well i can't find him uh let me let me click the menu oh this is i know why this is when i downloaded so i don't even getting any help but it's a lot of fun floor 796.com it's a russian guy look there's the showers uh the mummy jumps out of the locker room uh russian guy's been making this for eight nine years now jesus i mean waldo's got to be in here somewhere there waldo's in there if you find waldo click on him i can't remember where he is but yes oh yeah very good it looks like a where's waldo doesn't it ah there's there's john claude here he is not waldo though he's just waiting he's saying come here boy no that's chuck norris boom that's chuck i'm sorry chuck norris yeah oh he punches you in the glass so it's really kind of god that's what the internet used to be all about this is what the internet used to be old internet yep doesn't it it's just fun i just like it i'm glad that uh i don't know what's going on here but it's kind of weird oh that's a holodeck i think yeah uh floor 796 of a space station there's a lot of stuff going on he's adding to it it's not done he says in fact it's only about 59 done uh you can turn on wandering it'll wander for you if you if you if you don't you just want to have it like as a screensaver or something that would no no floor 796.com peak old internet exactly briggs exactly uh but click on them because there are a lot of little easter eggs in here i think he has a list somewhere of all the different easter eggs ladies and gentlemen no ai create this is slop without the ai actually so fresh this is art that's not that's art no this is art i think this is art somebody's done a lot of yeah no this is art i thought you're talking with the podcast no i would the podcast is not fresh homegrown slop we do this show on wednesdays i hope you'll join us free slot gluten-free slop we do it at 1400 uh pacific time 1700 u east coast time uh 2200 no 2300 utc if you want to watch it live you can It's on Twitch.

2:42:04It's on X. It's on YouTube. It's on LinkedIn, Facebook, and Kik. All live. Everywhere. You cannot escape us. You cannot escape us. In fact, if you're in the club, you can even watch it in the club, Twitter, Discord. We would love to have you there. After the fact, on-demand versions of the show available on our website, twit.tv slash IM. There is also a YouTube channel for the video. Great way to share clips. and you can even subscribe to it because it is a podcast and get it wherever you get your podcasts and that way you'll get it automatically Are you supposed to be promoting the survey? One more thing, yeah.

2:42:39I forgot, thank you. I haven't mentioned the survey once this week. We are doing the survey. It's all my fault. It helps us immensely. Take about 10 minutes of your time. twit.tv slash survey26 It just asks a few questions. We're trying to, it's the only way we don't know about you. we can't because it's a podcast uh we don't collect information about you but once a year we like to do the survey it helps us sell ads but it also helps us understand what you like and don't like about the programming who you are what your interests are so if you would twit.tv survey 26 we do this every year even if you've done it before please do it again and and thank you in advance it's a big help we appreciate it uh thank you jeff jarvis have a wonderful week when is your surgery is it before next week first so no so you'll probably miss a couple of no no i'm gonna if you don't mind seeing me like that with an eye patch no it'll be in the morning so i think pirate jeff well okay if you're up for it if you're not don't don't hesitate to to not do it yeah um paris martineau i was prepared i thought well maybe paris is going to still be under the weather but you're a trooper oh you're you're here in full fine fettle fine here and I'm my voice isn't even that shot no you sound great Ms.

2:43:57Martino is at the Consumer Reports where she covers food safety it's true I saw a bunch of radioactive shrimp memes over the holiday and I thought about you I thought wow that's still got legs we need to do a radioactive Shrimp game, yeah. Oh, throw radioactive shrimp at Leo. Yeah. And maybe some lead-based protein powder, if you're really feeling mean. Maybe. Maybe, maybe. Thank you, everybody. We love you. It's good to see you. Happy New Year from the Intelligent Machines gang, and we'll see you next week. Bye-bye. Bye-bye. Bye. Bye. Bye. I'm not a human being. Not into this animal scene I'm an intelligent machine

From the publisher

Jason Hiner gives us a look at the AI products at CES 2026, as big tech and chip makers blurred the lines between consumer gadgets and enterprise innovation, leaving even veteran insiders wondering: will this tech boom actually benefit everyday users?

  • NVIDIA's Christmas Eve 'Hackquisition' Miracle
  • No, Grok can't really "apologize" for posting non-consensual sexual images
  • Introducing ChatGPT Health
  • 'We have to reject that with every fiber of our being': DeSantis emerges as a chief AI skeptic
  • Waymo Updates Vehicles to Better Handle Power Outages - But Still Faces Criticism
  • The most exciting AI wearable at CES 2026 might not be smart glasses after all
  • 2025's AI-fueled scientific breakthroughs
  • Google engineer says Claude Code built in one hour what her team spent a year on
  • Microsoft CEO Begs Users to Stop Calling It "Slop"
  • Stanford's AI class on YouTube
  • Tamiflu
  • Babka from Zabar's (or elsewhere)
  • Happy birthday Nic Cage
  • Floor796

Hosts: Leo Laporte, Jeff Jarvis, and Paris Martineau

Guest: Jason Hiner

Download or subscribe to Intelligent Machines at https://twit.tv/shows/intelligent-machines.

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IM 852: Gluten-free Slop - AI at CES 2026Intelligent Machines (Audio) · 2 h 39 min
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