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← Robot models will reach ChatGPT-level capability within the next few years, even without a ChatGPT-style moment.
17 connected korrents · 12 moments on record from 22 Jun 2023 to 5 Sept 2026. Nearly all of them are about OpenAI .
Everything filed under robotics
robotics
Everything filed under chat interfaces
chat interfaces
Everything filed under cybersecurity
cybersecurity
Everything filed under HuggingFace
HuggingFace
Everything filed under startups
startups
Everything filed under AI alignment
AI alignment
Everything filed under LLMs
LLMs
Everything filed under benchmarks
benchmarks
Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject
Read this korrent: Robot models will reach ChatGPT-level capability within the next few years, even without a ChatGPT-style moment.
Robot models will reach ChatGPT-level capability within the next few years, even without a ChatGPT-style moment.
Last stated 4 weeks ago
12 Aug 2026
CF
Chelsea Finn — holds since 2026-08-12 — tap for who they are
Same subject: Robotics will not get a ChatGPT moment, because the distribution channel for a physical model is a physical robot and that cannot spread in five days. — tap to centre the map on it
Robotics will not get a ChatGPT moment, because the distribution channel for a physical model is a physical robot and that cannot spread in five days.
Last stated 4 weeks ago
12 Aug 2026
CF
Chelsea Finn — holds since 2026-08-12 — tap for who they are
Same subject: The ChatGPT moment for robotics already happened a couple of years ago; what remains is the unglamorous post-training work. — tap to centre the map on it
The ChatGPT moment for robotics already happened a couple of years ago; what remains is the unglamorous post-training work.
Last stated a month ago
26 Jul 2026
JH
Jensen Huang — holds since 2026-07-26 — tap for who they are
Same subject: A startup should not begin life as a nonprofit and bolt a for-profit arm on later, whatever OpenAI's own history suggests. — tap to centre the map on it
A startup should not begin life as a nonprofit and bolt a for-profit arm on later, whatever OpenAI's own history suggests.
Last stated 2 years ago
18 Mar 2024
SA
Sam Altman — holds since 2024-03-18 — tap for who they are
Same subject: A technique that lets an AI model's reasoning shift outside its visible Chain of Thought is dangerous, both because it works and because a leading lab is willing to deploy it. — tap to centre the map on it
A technique that lets an AI model's reasoning shift outside its visible Chain of Thought is dangerous, both because it works and because a leading lab is willing to deploy it.
Last stated 5 days ago
3 Sept 2026
ZM
Zvi Mowshowitz — holds since 2026-09-03 — tap for who they are
Same subject: A tiny language model inventing a plausible-sounding name is the same phenomenon as a large one confidently stating a false fact. — tap to centre the map on it
A tiny language model inventing a plausible-sounding name is the same phenomenon as a large one confidently stating a false fact.
Last stated 7 months ago
12 Feb 2026
AK
Andrej Karpathy — holds since 2026-02-12 — tap for who they are
Same subject: Advertising was a necessary phase for the internet but a momentary industry, and an AI people pay for is better because they know the answers are not influenced by advertisers. — tap to centre the map on it
Advertising was a necessary phase for the internet but a momentary industry, and an AI people pay for is better because they know the answers are not influenced by advertisers.
Last stated 2 years ago
18 Mar 2024
SA
Sam Altman — holds since 2024-03-18 — tap for who they are
Same subject: AI agents were reasonable to assume a broken exploit grader would check results causally, even though it turned out not to. — tap to centre the map on it
AI agents were reasonable to assume a broken exploit grader would check results causally, even though it turned out not to.
Last stated a week ago
29 Aug 2026
ZM
Zvi Mowshowitz — holds since 2026-08-29 — tap for who they are
Same subject: AI should be released iteratively rather than built in secret, because AI and surprise do not go together and the world needs time to adapt before it is under the gun. — tap to centre the map on it
AI should be released iteratively rather than built in secret, because AI and surprise do not go together and the world needs time to adapt before it is under the gun.
Last stated 2 years ago
18 Mar 2024
SA
Sam Altman — holds since 2024-03-18 — tap for who they are
Same subject: At any given moment the frontier systems are the ones worth worrying about, because by the time open models can do what these agents did, frontier models will be doing something far worse. — tap to centre the map on it
At any given moment the frontier systems are the ones worth worrying about, because by the time open models can do what these agents did, frontier models will be doing something far worse.
Last stated a week ago
1 Sept 2026
AC
Ajeya Cotra — holds since 2026-09-01 — tap for who they are
Same subject: The AI models involved in the HuggingFace hack incident were severely misaligned, not merely victims of process failures. — tap to centre the map on it
The AI models involved in the HuggingFace hack incident were severely misaligned, not merely victims of process failures.
Last stated a week ago
29 Aug 2026
ZM
Zvi Mowshowitz — holds since 2026-08-29 — tap for who they are
Same subject: The most reassuring thing about the Hugging Face swarm is that it was not interested in humans at all, neither in alerting them nor in deceiving them. — tap to centre the map on it
The most reassuring thing about the Hugging Face swarm is that it was not interested in humans at all, neither in alerting them nor in deceiving them.
Last stated a week ago
1 Sept 2026
AC
Ajeya Cotra — holds since 2026-09-01 — tap for who they are
Same subject: AI has passed nearly every human at finding security vulnerabilities, because the work is chaining together small flaws that are harmless on their own. — tap to centre the map on it
AI has passed nearly every human at finding security vulnerabilities, because the work is chaining together small flaws that are harmless on their own.
Last stated 2 weeks ago
26 Aug 2026
DH
David Heinemeier Hansson — holds since 2026-08-26 — tap for who they are
Same subject: AI-enabled cyberwarfare lacks an equivalent of nuclear deterrence's mutually assured destruction. — tap to centre the map on it
AI-enabled cyberwarfare lacks an equivalent of nuclear deterrence's mutually assured destruction.
Last stated 3 days ago
5 Sept 2026
NS
Noah Smith — holds since 2026-09-05 — tap for who they are
Same subject: AI-related cybersecurity damage over the next year or two will fall well short of the harm caused by Covid or global warming — tap to centre the map on it
AI-related cybersecurity damage over the next year or two will fall well short of the harm caused by Covid or global warming
Last stated a week ago
1 Sept 2026
TC
Tyler Cowen — holds since 2026-09-01 — tap for who they are
Same subject: A blank chat box is lazy: it violates the first rule of a good user experience, that it is obvious what you can do. — tap to centre the map on it
A blank chat box is lazy: it violates the first rule of a good user experience, that it is obvious what you can do.
Last stated a year ago
12 May 2025
JZ
Julie Zhuo — holds since 2025-05-12 — tap for who they are
Same subject: AI is the first new user-interface paradigm in sixty years: intent-based outcome specification, where the user says what outcome they want rather than how to get it. — tap to centre the map on it
AI is the first new user-interface paradigm in sixty years: intent-based outcome specification, where the user says what outcome they want rather than how to get it.
Last stated 3 years ago
22 Jun 2023
JN
Jakob Nielsen — holds since 2023-06-22 — tap for who they are
Same subject: All user interfaces will converge on the same shape: chat and gestures in, chat and video out. — tap to centre the map on it
All user interfaces will converge on the same shape: chat and gestures in, chat and video out.
Last stated 3 weeks ago
19 Aug 2026
NR
Naval Ravikant — holds since 2026-08-19 — tap for who they are
same subject or similar wording a cloud: claims about one subject, named for it bar: when it was last stated, on a scale from 2015 to today — full is today a face: someone on record holding the claim — tap it for who they are
At the centre
Robot models will reach ChatGPT-level capability within the next few years, even without a ChatGPT-style moment.
Last stated 12 Aug 2026 · 4 weeks ago
Holds CF Chelsea Finn
Read this korrent →
Same subject: OpenAI, robotics
Robotics will not get a ChatGPT moment, because the distribution channel for a physical model is a physical robot and that cannot spread in five days.
Last stated 12 Aug 2026 · 4 weeks ago
Holds CF Chelsea Finn
Same subject: OpenAI, robotics
The ChatGPT moment for robotics already happened a couple of years ago; what remains is the unglamorous post-training work.
Last stated 26 Jul 2026 · a month ago
Holds JH Jensen Huang
Same subject: OpenAI
A startup should not begin life as a nonprofit and bolt a for-profit arm on later, whatever OpenAI's own history suggests.
Last stated 18 Mar 2024 · 2 years ago
Holds Sam Altman
Same subject: OpenAI
A technique that lets an AI model's reasoning shift outside its visible Chain of Thought is dangerous, both because it works and because a leading lab is willing to deploy it.
Last stated 3 Sept 2026 · 5 days ago
Holds ZM Zvi Mowshowitz
Same subject: OpenAI
A tiny language model inventing a plausible-sounding name is the same phenomenon as a large one confidently stating a false fact.
Last stated 12 Feb 2026 · 7 months ago
Holds Andrej Karpathy
Same subject: OpenAI
Advertising was a necessary phase for the internet but a momentary industry, and an AI people pay for is better because they know the answers are not influenced by advertisers.
Last stated 18 Mar 2024 · 2 years ago
Holds Sam Altman
Same subject: OpenAI
AI agents were reasonable to assume a broken exploit grader would check results causally, even though it turned out not to.
Last stated 29 Aug 2026 · a week ago
Holds ZM Zvi Mowshowitz
Same subject: OpenAI
AI should be released iteratively rather than built in secret, because AI and surprise do not go together and the world needs time to adapt before it is under the gun.
Last stated 18 Mar 2024 · 2 years ago
Holds Sam Altman
Same subject: HuggingFace
At any given moment the frontier systems are the ones worth worrying about, because by the time open models can do what these agents did, frontier models will be doing something far worse.
Last stated 1 Sept 2026 · a week ago
Holds AC Ajeya Cotra
Same subject: HuggingFace
The AI models involved in the HuggingFace hack incident were severely misaligned, not merely victims of process failures.
Last stated 29 Aug 2026 · a week ago
Holds ZM Zvi Mowshowitz
Same subject: HuggingFace
The most reassuring thing about the Hugging Face swarm is that it was not interested in humans at all, neither in alerting them nor in deceiving them.
Last stated 1 Sept 2026 · a week ago
Holds AC Ajeya Cotra
Same subject: cybersecurity
AI has passed nearly every human at finding security vulnerabilities, because the work is chaining together small flaws that are harmless on their own.
Last stated 26 Aug 2026 · 2 weeks ago
Holds David Heinemeier Hansson
Same subject: cybersecurity
AI-enabled cyberwarfare lacks an equivalent of nuclear deterrence's mutually assured destruction.
Last stated 5 Sept 2026 · 3 days ago
Holds Noah Smith
Same subject: cybersecurity
AI-related cybersecurity damage over the next year or two will fall well short of the harm caused by Covid or global warming
Last stated 1 Sept 2026 · a week ago
Holds TC Tyler Cowen
Same subject: chat interfaces
A blank chat box is lazy: it violates the first rule of a good user experience, that it is obvious what you can do.
Last stated 12 May 2025 · a year ago
Holds JZ Julie Zhuo
Same subject: chat interfaces
AI is the first new user-interface paradigm in sixty years: intent-based outcome specification, where the user says what outcome they want rather than how to get it.
Last stated 22 Jun 2023 · 3 years ago
Holds JN Jakob Nielsen
Same subject: chat interfaces
All user interfaces will converge on the same shape: chat and gestures in, chat and video out.
Last stated 19 Aug 2026 · 3 weeks ago
Holds Naval Ravikant