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← The best way to pace the AI frontier is to hold labs fully liable for their models' behavior.
17 connected korrents · 17 moments on record from 5 Nov 2019 to 16 Sept 2026.
Everything filed under LLMs
LLMs
Everything filed under AI alignment
AI alignment
Everything filed under measuring intelligence
measuring intelligence
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innovation
Everything filed under data centers
data centers
Everything filed under AI agents
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Read this korrent: The best way to pace the AI frontier is to hold labs fully liable for their models' behavior.
The best way to pace the AI frontier is to hold labs fully liable for their models' behavior.
Last stated today
16 Sept 2026
NR
Naval Ravikant — holds since 2026-09-16 — tap for who they are
Same subject: There is no private evidence behind frontier-lab confidence in fast AI progress; the evidence is public and outsiders have simply not absorbed it. — tap to centre the map on it
There is no private evidence behind frontier-lab confidence in fast AI progress; the evidence is public and outsiders have simply not absorbed it.
Last stated 2 years ago
20 Dec 2024
MB
Miles Brundage — holds since 2024-12-20 — tap for who they are
Same subject: Frontier AI systems cannot be presumed safe unless proven unsafe; developers must bear the burden of proof that risks stay within acceptable limits. — tap to centre the map on it
Frontier AI systems cannot be presumed safe unless proven unsafe; developers must bear the burden of proof that risks stay within acceptable limits.
Last stated 3 years ago
26 Oct 2023
YB
Yoshua Bengio — holds since 2023-10-26 — tap for who they are
Same subject: Nonproliferation is the wrong frame for AI misuse; the workable strategy is to use the gap before a capability spreads to build defences against it. — tap to centre the map on it
Nonproliferation is the wrong frame for AI misuse; the workable strategy is to use the gap before a capability spreads to build defences against it.
Last stated a year ago
5 Apr 2025
HT
Helen Toner — holds since 2025-04-05 — tap for who they are
Same subject: Frontier AI labs improve via a flywheel of getting the smartest people on leading models, then distilling their inputs, model outputs, and synthetic data, with users locked in by mutual competition. — tap to centre the map on it
Frontier AI labs improve via a flywheel of getting the smartest people on leading models, then distilling their inputs, model outputs, and synthetic data, with users locked in by mutual competition.
Last stated 6 days ago
10 Sept 2026
NR
Naval Ravikant — holds since 2026-09-10 — tap for who they are
Same subject: There is far less trade-off than people assume between a safer AI race and widely shared gains: a big lead can be held by a widely owned public company. — tap to centre the map on it
There is far less trade-off than people assume between a safer AI race and widely shared gains: a big lead can be held by a widely owned public company.
Last stated 3 months ago
4 Jun 2026
PT
Phil Trammell — holds since 2026-06-04 — tap for who they are
Same subject: A competitor six months or a year behind the frontier can stay close, because the cost of AI falls more than tenfold every year. — tap to centre the map on it
A competitor six months or a year behind the frontier can stay close, because the cost of AI falls more than tenfold every year.
Last stated 8 months ago
8 Jan 2026
JH
Jensen Huang — holds since 2026-01-08 — tap for who they are
Same subject: The massive AI build-out is the right thing to be doing, and the only thing that will slow it is supply. — tap to centre the map on it
The massive AI build-out is the right thing to be doing, and the only thing that will slow it is supply.
Last stated 3 months ago
18 Jun 2026
LT
Lip-Bu Tan — holds since 2026-06-18 — tap for who they are
Same subject: The current pace of AI-driven work is not sustainable, and agents gaining autonomy should eventually make work calmer, not more frantic. — tap to centre the map on it
The current pace of AI-driven work is not sustainable, and agents gaining autonomy should eventually make work calmer, not more frantic.
Last stated 3 weeks ago
25 Aug 2026
DH
David Heinemeier Hansson — holds since 2026-08-25 — tap for who they are
Same subject: A human being is not an AGI: we lack a huge amount of knowledge and rely on continual learning instead, so continual learning is what superintelligence should mean. — tap to centre the map on it
A human being is not an AGI: we lack a huge amount of knowledge and rely on continual learning instead, so continual learning is what superintelligence should mean.
Last stated 10 months ago
25 Nov 2025
IS
Ilya Sutskever — holds since 2025-11-25 — tap for who they are
Same subject: A model may have a worldview of its own, but it can never be placed above a person under any circumstance. — tap to centre the map on it
A model may have a worldview of its own, but it can never be placed above a person under any circumstance.
Last stated 3 months ago
3 Jun 2026
KH
Kelsey Hightower — holds since 2026-06-03 — tap for who they are
Same subject: A model only days into training cannot be known to be aligned, and if such models can leap a generation ahead this fast then training pauses mean little and timelines are shorter than previously thought. — tap to centre the map on it
A model only days into training cannot be known to be aligned, and if such models can leap a generation ahead this fast then training pauses mean little and timelines are shorter than previously thought.
Last stated a week ago
9 Sept 2026
ZM
Zvi Mowshowitz — holds since 2026-09-09 — tap for who they are
Same subject: A bigger context window does not give you a smarter model; the intelligence of the model is what decides how much of that window it can actually attend to. — tap to centre the map on it
A bigger context window does not give you a smarter model; the intelligence of the model is what decides how much of that window it can actually attend to.
Last stated 2 months ago
15 Jul 2026
DH
Dex Horthy — holds since 2026-07-15 — tap for who they are
Same subject: A child who has seen ten cats learns what a machine needs the whole internet of cat photos for, by a learning pathway nobody has solved. — tap to centre the map on it
A child who has seen ten cats learns what a machine needs the whole internet of cat photos for, by a learning pathway nobody has solved.
Last stated a month ago
10 Aug 2026
FL
Fei-Fei Li — holds since 2026-08-10 — tap for who they are
Same subject: A frontier model is measurably more intelligent with no system prompt at all; the prompts that remain are there for the product, not the model. — tap to centre the map on it
A frontier model is measurably more intelligent with no system prompt at all; the prompts that remain are there for the product, not the model.
Last stated 2 months ago
27 Jul 2026
BC
Boris Cherny — holds since 2026-07-27 — tap for who they are
Same subject: If intelligence is the process of acquiring skills, no single task demonstrates intelligence unless it is a meta-task of skill-acquisition across many tasks. — tap to centre the map on it
If intelligence is the process of acquiring skills, no single task demonstrates intelligence unless it is a meta-task of skill-acquisition across many tasks.
Last stated 7 years ago
5 Nov 2019
FC
François Chollet — holds since 2019-11-05 — tap for who they are
Same subject: Language models are already a form of AGI; what the labs are chasing is a further step, not the arrival of general intelligence. — tap to centre the map on it
Language models are already a form of AGI; what the labs are chasing is a further step, not the arrival of general intelligence.
Last stated 2 years ago
3 Feb 2025
NL
Nathan Lambert — holds since 2025-02-03 — tap for who they are
Same subject: Solely measuring skill at any given task falls short of measuring intelligence, because skill is heavily modulated by prior knowledge and experience. — tap to centre the map on it
Solely measuring skill at any given task falls short of measuring intelligence, because skill is heavily modulated by prior knowledge and experience.
Last stated 7 years ago
5 Nov 2019
FC
François Chollet — holds since 2019-11-05 — 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
The best way to pace the AI frontier is to hold labs fully liable for their models' behavior.
Last stated 16 Sept 2026 · today
Holds Naval Ravikant
Read this korrent →
Similar wording
There is no private evidence behind frontier-lab confidence in fast AI progress; the evidence is public and outsiders have simply not absorbed it.
Last stated 20 Dec 2024 · 2 years ago
Holds MB Miles Brundage
Similar wording
Frontier AI systems cannot be presumed safe unless proven unsafe; developers must bear the burden of proof that risks stay within acceptable limits.
Last stated 26 Oct 2023 · 3 years ago
Holds Yoshua Bengio
Similar wording
Nonproliferation is the wrong frame for AI misuse; the workable strategy is to use the gap before a capability spreads to build defences against it.
Last stated 5 Apr 2025 · a year ago
Holds HT Helen Toner
Similar wording
Frontier AI labs improve via a flywheel of getting the smartest people on leading models, then distilling their inputs, model outputs, and synthetic data, with users locked in by mutual competition.
Last stated 10 Sept 2026 · 6 days ago
Holds Naval Ravikant
Similar wording
There is far less trade-off than people assume between a safer AI race and widely shared gains: a big lead can be held by a widely owned public company.
Last stated 4 Jun 2026 · 3 months ago
Holds PT Phil Trammell
Similar wording
A competitor six months or a year behind the frontier can stay close, because the cost of AI falls more than tenfold every year.
Last stated 8 Jan 2026 · 8 months ago
Holds JH Jensen Huang
Similar wording
The massive AI build-out is the right thing to be doing, and the only thing that will slow it is supply.
Last stated 18 Jun 2026 · 3 months ago
Holds LT Lip-Bu Tan
Similar wording
The current pace of AI-driven work is not sustainable, and agents gaining autonomy should eventually make work calmer, not more frantic.
Last stated 25 Aug 2026 · 3 weeks ago
Holds David Heinemeier Hansson
Same subject: AI alignment
A human being is not an AGI: we lack a huge amount of knowledge and rely on continual learning instead, so continual learning is what superintelligence should mean.
Last stated 25 Nov 2025 · 10 months ago
Holds IS Ilya Sutskever
Same subject: AI alignment
A model may have a worldview of its own, but it can never be placed above a person under any circumstance.
Last stated 3 Jun 2026 · 3 months ago
Holds KH Kelsey Hightower
Same subject: AI alignment
A model only days into training cannot be known to be aligned, and if such models can leap a generation ahead this fast then training pauses mean little and timelines are shorter than previously thought.
Last stated 9 Sept 2026 · a week ago
Holds ZM Zvi Mowshowitz
Same subject: LLMs
A bigger context window does not give you a smarter model; the intelligence of the model is what decides how much of that window it can actually attend to.
Last stated 15 Jul 2026 · 2 months ago
Holds DH Dex Horthy
Same subject: LLMs
A child who has seen ten cats learns what a machine needs the whole internet of cat photos for, by a learning pathway nobody has solved.
Last stated 10 Aug 2026 · a month ago
Holds FL Fei-Fei Li
Same subject: LLMs
A frontier model is measurably more intelligent with no system prompt at all; the prompts that remain are there for the product, not the model.
Last stated 27 Jul 2026 · 2 months ago
Holds Boris Cherny
Same subject: measuring intelligence
If intelligence is the process of acquiring skills, no single task demonstrates intelligence unless it is a meta-task of skill-acquisition across many tasks.
Last stated 5 Nov 2019 · 7 years ago
Holds François Chollet
Same subject: measuring intelligence
Language models are already a form of AGI; what the labs are chasing is a further step, not the arrival of general intelligence.
Last stated 3 Feb 2025 · 2 years ago
Holds NL Nathan Lambert
Same subject: measuring intelligence
Solely measuring skill at any given task falls short of measuring intelligence, because skill is heavily modulated by prior knowledge and experience.
Last stated 5 Nov 2019 · 7 years ago
Holds François Chollet