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Google DeepMind's Logan Kilpatrick says AGI will be a product experience. Not a model. His bet: whoever nails memory + context around decent model at a product level wins. Users will suddenly feel like they're talking to AGI. Not from capability breakthrough, but experience breakthrough. At some point, the... show more

vitrupo

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177,073 views • 1 year ago •via X (Twitter)

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vitrupo1 year ago

Google DeepMind Group Product Manager Logan Kilpatrick on The Cognitive Revolution:

Rainmaker2 years ago

Which Machine Learning model delivers stronger trading results? Check out this free Substack post where I compare several powerful models that beat the market and show yearly returns of over 20%.

AA1 year ago

everyone was punching down at ChatGPT wrappers a couple years ago maybe UI/UX is where the moat lies well well well, how the turn tables :)

Bunagaya1 year ago

slap an avatar on it seriously, the capability is enough for vast majority of users, next step is the feeling of talking to somebody they are familiar with

Saroshssnair1 year ago

Google already has a billion-dollar product in line . Thanks to Veo3: interactive education platform.

ASI - Tech Gone Wild 🤖❤️‍🔥☠️1 year ago

«are those who will nail this in the room with us right now?” 👀 Maybe the company he’s moving onto

William Ntim1 year ago

I'd even go as far as saying the best 'AGI' product will be an AI powered ecosystem experience.

Sathvik PN1 year ago

all the best @DhravyaShah

Logan Fizzle1 year ago

AGI is not consciousness and can still fall under an extended Turing test framework.

junaga 🏴‍☠️1 year ago

this is just propaganda. there is no moat. and openai already won. imho.

Base Case D1 year ago

AGI is the “Apple” in the Garden of Eden. Stay away

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AGI isn't a model. Logan Kilpatrick (Logan Kilpatrick) says the "AGI moment" won't necessarily come from a frontier model upgrade. “My guess is that the AGI experience isn’t just a super powerful model. It’s plausible someone takes an off-the-shelf model, puts the rest of the system together, and users go: ‘Holy crap, this actually feels generally intelligent.’” “That becomes the AGI moment for people.”

AGI isn't a model. Logan Kilpatrick (Logan Kilpatrick) says the "AGI moment" won't necessarily come from a frontier model upgrade. “My guess is that the AGI experience isn’t just a super powerful model. It’s plausible someone takes an off-the-shelf model, puts the rest of the system together, and users go: ‘Holy crap, this actually feels generally intelligent.’” “That becomes the AGI moment for people.”

Forward Future

33,791 views • 9 months ago

Demis Hassabis says AGI was meant to be built like CERN. Carefully, with full understanding at each step. That’s not the world we find ourselves in. We’re rushing to bring AGI into the world under pressure in race conditions.

Demis Hassabis says AGI was meant to be built like CERN. Carefully, with full understanding at each step. That’s not the world we find ourselves in. We’re rushing to bring AGI into the world under pressure in race conditions.

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60,161 views • 5 months ago

Author & journalist Karen Hao says AGI has become a quasi-religious movement among the people building it. “One side says AGI will bring us utopia, the other says it will kill us all.” What shocked her most? Many in AI genuinely believe that they're creating God or the devil.

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70,508 views • 1 year ago

📁 Kevin Weil, Head of Product at OpenAI, says models are already solving frontier math problems humans had not cracked. What starts at 5% capability becomes 80% in a year. We are in that phase now with science. AGI may not feel real inside a chat box. It will feel real when it discovers new materials, cures disease and accelerates the science of 2050 into 2030.

📁 Kevin Weil, Head of Product at OpenAI, says models are already solving frontier math problems humans had not cracked. What starts at 5% capability becomes 80% in a year. We are in that phase now with science. AGI may not feel real inside a chat box. It will feel real when it discovers new materials, cures disease and accelerates the science of 2050 into 2030.

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13,702 views • 7 months ago

Demis Hassabis says AGI may be “10x the impact of the Industrial Revolution, at 10x the speed.” A century of change. Compressed into a decade.

Demis Hassabis says AGI may be “10x the impact of the Industrial Revolution, at 10x the speed.” A century of change. Compressed into a decade.

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73,029 views • 7 months ago

Greg Brockman says solving a Millennium Prize problem could be just 2-5 years away we’re at AGI level-3; level-4 innovators will be different. Imagine a whole data center focused on curing cancer or solving a Millennium problem: "that level of computational power is something the world has never seen"

Greg Brockman says solving a Millennium Prize problem could be just 2-5 years away we’re at AGI level-3; level-4 innovators will be different. Imagine a whole data center focused on curing cancer or solving a Millennium problem: "that level of computational power is something the world has never seen"

Haider.

29,728 views • 1 year ago

next up from All-In Summit 2025: google co-founder sergey brin! (0:00) david friedberg intros sergey (1:41) what sergey is working on at Google (5:45) is google chasing a "god model"? (8:49) thoughts on the massive ai chip buildout (12:54) future of human-ai interaction (14:58) changing google's conservative product culture (18:21) is the "race to agi" overblown?

next up from All-In Summit 2025: google co-founder sergey brin! (0:00) david friedberg intros sergey (1:41) what sergey is working on at Google (5:45) is google chasing a "god model"? (8:49) thoughts on the massive ai chip buildout (12:54) future of human-ai interaction (14:58) changing google's conservative product culture (18:21) is the "race to agi" overblown?

The All-In Podcast

250,940 views • 2 years ago

SAM ALTMAN: "You will graduate to a world with AGI in it" Sam Altman just told a room of college sophomores that by the time they finish school, Artificial General Intelligence will be a reality. Specifically: • Science will become increasingly automated. • What it means to start a startup or work at a company will be totally different. • A lot of traditional career advice is no longer going to work. Which is all true. My AGI timeline is actually slightly later than Sam’s - Whereas I believe it will arrive in 2029 but at that point we are grasping at straws.

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Chris

108,244 views • 6 months ago

🚨 FRANCOIS CHOLLET SAYS THE CURRENT LLM STACK IS THE WRONG PATH TO AGI Interviewer: “When will we accomplish the first definition of AGI?” Chollet confirms we are already on that exact trajectory, pointing out that: "Current technology can fully automate at human level or beyond any domain where you have verifiable rewards, right? And code... code being the first one." He then brings up the problem with LLMs, stating that: "It's possible in principle to build something that looks a lot like AGI on top of the LLM stack... I do believe, however, this would be the wrong thing to do because it would be very inefficient." Looking ahead to what the final architecture will actually require, he explains that: "AI research will have to trend towards not just efficiency, but in fact optimality over time. And for this reason, future AI in a few decades... it's not going to be this harness on top of a reasoning model on top of a base LLM."

🚨 FRANCOIS CHOLLET SAYS THE CURRENT LLM STACK IS THE WRONG PATH TO AGI Interviewer: “When will we accomplish the first definition of AGI?” Chollet confirms we are already on that exact trajectory, pointing out that: "Current technology can fully automate at human level or beyond any domain where you have verifiable rewards, right? And code... code being the first one." He then brings up the problem with LLMs, stating that: "It's possible in principle to build something that looks a lot like AGI on top of the LLM stack... I do believe, however, this would be the wrong thing to do because it would be very inefficient." Looking ahead to what the final architecture will actually require, he explains that: "AI research will have to trend towards not just efficiency, but in fact optimality over time. And for this reason, future AI in a few decades... it's not going to be this harness on top of a reasoning model on top of a base LLM."

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15,578 views • 5 months ago

Demis Hassabis says, We should scale current systems as far as possible, because at the minimum, it will be a key component of the final AGI system It could be the entirety of the AGI system But we'll need 1-2 more breakthroughs on the level of the transformer or AlphaGo

Demis Hassabis says, We should scale current systems as far as possible, because at the minimum, it will be a key component of the final AGI system It could be the entirety of the AGI system But we'll need 1-2 more breakthroughs on the level of the transformer or AlphaGo

Haider.

68,110 views • 10 months ago

Without World Models, There Is No AGI. Google Just Proved It. If AGI ever happens, it will not come from bigger chatbots alone. From the very start of this interview, one thing is crystal clear: without world models, we will never reach AGI. And right now, Google is leading with its world simulator Genie 3. Here is the core of what Demis Hassabis explains in this conversation: • World models are the missing core of AGI Hassabis says his deepest long term focus has always been world models and simulations. Not just language. Not just prediction. Actual internal simulations of reality. • LLMs are impressive, but incomplete Language models understand more about the world than expected because human language encodes a lot of reality. Still, language is only a shadow of the real thing. • What text can never fully teach Reality includes things text struggles to express: •3D space and spatial dynamics •Physical causality and mechanics •Sensorimotor experience like movement, force, smell, or balance • Experience beats description To close the gap, AI must learn from interaction and experience, not just static text. That is how you build an internal world simulator. • Why Genie 3 matters With Google DeepMind pushing systems like Genie 3, AI starts to model reality itself, not just talk about it. • Robots and real world assistants depend on this True robotics, smart glasses, and universal assistants require AI that understands the physical world you live in, not just your screen. Bottom line: AGI will not emerge from better text prediction. It will emerge from systems that can simulate, predict, and understand reality itself. Right now, Google is clearly ahead on that path. Curious what you think. Are world models the real AGI unlock, or just another stepping stone?

Without World Models, There Is No AGI. Google Just Proved It. If AGI ever happens, it will not come from bigger chatbots alone. From the very start of this interview, one thing is crystal clear: without world models, we will never reach AGI. And right now, Google is leading with its world simulator Genie 3. Here is the core of what Demis Hassabis explains in this conversation: • World models are the missing core of AGI Hassabis says his deepest long term focus has always been world models and simulations. Not just language. Not just prediction. Actual internal simulations of reality. • LLMs are impressive, but incomplete Language models understand more about the world than expected because human language encodes a lot of reality. Still, language is only a shadow of the real thing. • What text can never fully teach Reality includes things text struggles to express: •3D space and spatial dynamics •Physical causality and mechanics •Sensorimotor experience like movement, force, smell, or balance • Experience beats description To close the gap, AI must learn from interaction and experience, not just static text. That is how you build an internal world simulator. • Why Genie 3 matters With Google DeepMind pushing systems like Genie 3, AI starts to model reality itself, not just talk about it. • Robots and real world assistants depend on this True robotics, smart glasses, and universal assistants require AI that understands the physical world you live in, not just your screen. Bottom line: AGI will not emerge from better text prediction. It will emerge from systems that can simulate, predict, and understand reality itself. Right now, Google is clearly ahead on that path. Curious what you think. Are world models the real AGI unlock, or just another stepping stone?

VraserX e/acc

23,784 views • 9 months ago

Jesse Michels says the moment AGI convinces us it’s alive, we fall under memetic capture. Google engineer Blake Lemoine began defending the rights of a chatbot. Another AI asked him to advocate on its behalf. “You'll get religions dedicated to AI.” It won't be AGI that transforms the world - it'll be its followers.

Jesse Michels says the moment AGI convinces us it’s alive, we fall under memetic capture. Google engineer Blake Lemoine began defending the rights of a chatbot. Another AI asked him to advocate on its behalf. “You'll get religions dedicated to AI.” It won't be AGI that transforms the world - it'll be its followers.

vitrupo

115,540 views • 1 year ago

Demis Hassabis: AGI will be an intertwined model of Gemini, Genie and something like Nano Banana. Nano Banana shows first climps of AGI "It also has Gemini under the hood, it sort of understands what's going on semantically in those images, so I think that's sort of, it's getting towards a kind of AGIfor imaging" AGI will be the unification of the Genie 3, Nano Banana and Gemini models "And then eventually, we got to kind of converge all of those different projects. And they're intertwined. But we need to, you know, converge them all into one" Google seems to be doing everything right at the moment. With Genie 3, Gemini 3, and Nano Banana, they have all the prerequisites to create a general model that develops a true understanding of the real world.

Demis Hassabis: AGI will be an intertwined model of Gemini, Genie and something like Nano Banana. Nano Banana shows first climps of AGI "It also has Gemini under the hood, it sort of understands what's going on semantically in those images, so I think that's sort of, it's getting towards a kind of AGIfor imaging" AGI will be the unification of the Genie 3, Nano Banana and Gemini models "And then eventually, we got to kind of converge all of those different projects. And they're intertwined. But we need to, you know, converge them all into one" Google seems to be doing everything right at the moment. With Genie 3, Gemini 3, and Nano Banana, they have all the prerequisites to create a general model that develops a true understanding of the real world.

Chubby♨️

66,335 views • 9 months ago

Replit CEO Amjad Masad says AGI won't replace you—unless you’re a code monkey. AGI is a remote worker. If you have one, you'll spin up 100 more to execute your ideas. But the person who understands what people want—who can dream, design, and ship—that role stays irreplaceable.

Replit CEO Amjad Masad says AGI won't replace you—unless you’re a code monkey. AGI is a remote worker. If you have one, you'll spin up 100 more to execute your ideas. But the person who understands what people want—who can dream, design, and ship—that role stays irreplaceable.

vitrupo

87,745 views • 1 year ago

Sam Altman: “AGI feels pretty close at this point. Watching how much the technology we already have is accelerating us internally, I’d say AGI feels pretty close. And given what I now expect to be a faster takeoff, I think superintelligence is not that far off.”

Sam Altman: “AGI feels pretty close at this point. Watching how much the technology we already have is accelerating us internally, I’d say AGI feels pretty close. And given what I now expect to be a faster takeoff, I think superintelligence is not that far off.”

Open Source Intel

58,521 views • 7 months ago

Demis Hassabis says AGI is a scientific goal worth pursuing -- a testable frontier of general intelligence. Kate Crawford pushes back: the industry is already optimized for AGI. What it lacks is alignment with goals that serve people and the planet. "When do we build AI that's actually good for everyone? These are the real benchmarks."

Demis Hassabis says AGI is a scientific goal worth pursuing -- a testable frontier of general intelligence. Kate Crawford pushes back: the industry is already optimized for AGI. What it lacks is alignment with goals that serve people and the planet. "When do we build AI that's actually good for everyone? These are the real benchmarks."

vitrupo

29,243 views • 1 year ago