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← How you measure the present strongly shapes what can be extrapolated about the near future.
12 connected korrents · 9 moments from 14 May 2018 to 3 Sept 2026.
Everything filed under benchmarks
benchmarks
Everything filed under world models
world models
Everything filed under mental models
mental models
Everything filed under LLMs
LLMs
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Read this korrent: How you measure the present strongly shapes what can be extrapolated about the near future.
How you measure the present strongly shapes what can be extrapolated about the near future.
Last stated a year ago
16 Jun 2025
NB
Nat Bullard — holds since 2025-06-16 — tap for who they are
Same subject: As much as possible, one should avoid predicting the future and instead wait for it to become the present and reveal what is actually needed. — tap to centre the map on it
As much as possible, one should avoid predicting the future and instead wait for it to become the present and reveal what is actually needed.
Last stated a year ago
14 May 2025
DS
Derek Sivers — holds since 2025-05-14 — tap for who they are
Same subject: The future is not determined, and it can be navigated better by understanding the likelihood of events that could affect us. — tap to centre the map on it
The future is not determined, and it can be navigated better by understanding the likelihood of events that could affect us.
Last stated 8 years ago
14 May 2018
SP
Shane Parrish — holds since 2018-05-14 — tap for who they are
Same subject: People who extrapolate from first-principles models have a stronger track record predicting AI progress than those who wait for empirical proof. — tap to centre the map on it
People who extrapolate from first-principles models have a stronger track record predicting AI progress than those who wait for empirical proof.
Last stated 9 months ago
18 Feb 2026
SH
Samuel Hammond — holds since 2026-02-18 — tap for who they are
Same subject: 'Everyone gets it wrong sometimes' is a bad argument when assessing track records. — tap to centre the map on it
'Everyone gets it wrong sometimes' is a bad argument when assessing track records.
Last stated 3 months ago
2 Aug 2026
AK
Adam Kucharski — holds since 2026-08-02 — tap for who they are
Same subject: A benchmark result should be reported under a stated budget, or as a curve against test-time compute — never as a single number. — tap to centre the map on it
A benchmark result should be reported under a stated budget, or as a curve against test-time compute — never as a single number.
Last stated 4 months ago
26 Jun 2026
NB
Noam Brown — holds since 2026-06-26 — tap for who they are
Same subject: A benchmark that ranks Claude Code last while it stays first in use is measuring the wrong thing, and has been for a year. — tap to centre the map on it
A benchmark that ranks Claude Code last while it stays first in use is measuring the wrong thing, and has been for a year.
Last stated 2 months ago
3 Sept 2026
DR
Dax Raad — holds since 2026-09-03 — tap for who they are
Same subject: A model that can predict the next frames of a video coherently understands the world, in the only sense of the word that is doing any work. — tap to centre the map on it
A model that can predict the next frames of a video coherently understands the world, in the only sense of the word that is doing any work.
Last stated a year ago
23 Jul 2025
DH
Demis Hassabis — holds since 2025-07-23 — tap for who they are
Same subject: A vision is a sense of how the world works — tap to centre the map on it
A vision is a sense of how the world works
TS
Thomas Sowell — holds since c. 1987 — tap for who they are
Same subject: AI models need to arrive with the context of someone who has worked inside an organisation for years, not a blank slate. — tap to centre the map on it
AI models need to arrive with the context of someone who has worked inside an organisation for years, not a blank slate.
Last stated a year ago
16 Jun 2025
JK
Jared Kaplan — holds since 2025-06-16 — tap for who they are
Same subject: A model's capability is now a function of how much money you spend on it, so asking what a model can do means nothing until you name a budget. — tap to centre the map on it
A model's capability is now a function of how much money you spend on it, so asking what a model can do means nothing until you name a budget.
Last stated 4 months ago
26 Jun 2026
NB
Noam Brown — holds since 2026-06-26 — tap for who they are
Same subject: Language models perform better on benchmark problems released before their training data cutoff, indicating data contamination inflates scores. — tap to centre the map on it
Language models perform better on benchmark problems released before their training data cutoff, indicating data contamination inflates scores.
Last stated 2 years ago
13 May 2024
SR
Sebastian Ruder — holds since 2024-05-13 — tap for who they are
Same subject: Model comparisons understate real progress, because benchmark tables do not control for how much test-time compute each answer used. — tap to centre the map on it
Model comparisons understate real progress, because benchmark tables do not control for how much test-time compute each answer used.
Last stated 4 months ago
26 Jun 2026
NB
Noam Brown — holds since 2026-06-26 — 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 who holds the claim — tap it for who they are