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← Solely measuring skill at any given task falls short of measuring…

13 connected korrents · 13 moments on record from 5 Nov 2019 to 12 Aug 2026.

Everything filed under measuring intelligence measuring intelligence Everything filed under neural networks neural networks Everything filed under ARC-AGI ARC-AGI Everything filed under scaling laws scaling laws Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: Solely measuring skill at any given task falls short of measuring intelligence, because skill is heavily modulated by prior knowledge and experience. Solely measuring skill at any given taskfalls short of measuring intelligence,because skill is heavily modulated byprior 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: 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 ofacquiring skills, no single taskdemonstrates intelligence unless itis a meta-task of skill-acquisitionacross 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 formof AGI; what the labs are chasing isa further step, not the arrival ofgeneral intelligence. Last stated 2 years ago 3 Feb 2025 NL Nathan Lambert — holds since 2025-02-03 — tap for who they are Same subject: The Abstraction and Reasoning Corpus can measure human-like general fluid intelligence and enable fair comparisons between AI systems and humans. — tap to centre the map on it The Abstraction and Reasoning Corpuscan measure human-like general fluidintelligence and enable faircomparisons between AI systems andhumans. Last stated 7 years ago 5 Nov 2019 FC François Chollet — holds since 2019-11-05 — tap for who they are Same subject: The LLM line of research will reach a capability plateau. — tap to centre the map on it The LLM line of research will reacha capability plateau. Last stated a month ago 7 Aug 2026 FC François Chollet — no longer holds since 2026-08-07 — tap for who they are GM Gary Marcus — holds since 2025-06-07 — tap for who they are Same subject: The memorize-fetch-apply paradigm behind LLMs can reach arbitrary skill given training data, but it cannot adapt to novelty or acquire new skills on the fly. — tap to centre the map on it The memorize-fetch-apply paradigmbehind LLMs can reach arbitraryskill given training data, but itcannot adapt to novelty or acquirenew skills on the fly. Last stated 2 years ago 20 Dec 2024 FC François Chollet — holds since 2024-12-20 — tap for who they are FC François Chollet — no longer holds since 2024-12-20 — tap for who they are Same subject: Work on large language models is not progress toward artificial general intelligence, because the models do not understand what they read. — tap to centre the map on it Work on large language models is notprogress toward artificial generalintelligence, because the models donot understand what they read. Last stated a year ago 30 Jul 2025 AG Alexey Guzey — holds since 2024-08-09 — tap for who they are AG Alexey Guzey — no longer holds since 2025-07-30 — tap for who they are Same subject: Emergent abilities come from generalisation turning compositional, not merely from a training set containing a lot of stuff. — tap to centre the map on it Emergent abilities come fromgeneralisation turningcompositional, not merely from atraining set containing a lot ofstuff. Last stated 12 months ago 12 Sept 2025 SL Sergey Levine — holds since 2025-09-12 — tap for who they are Same subject: RL environments exist to make a model generalise, not to teach it each skill one at a time — exactly as pre-training does. — tap to centre the map on it RL environments exist to make amodel generalise, not to teach iteach skill one at a time — exactlyas pre-training does. Last stated 7 months ago 13 Feb 2026 DA Dario Amodei — holds since 2026-02-13 — tap for who they are Same subject: Combining an avocado and a chair into one image is evidence a model conceptually understands both, not that it memorised pictures of them. — tap to centre the map on it Combining an avocado and a chairinto one image is evidence a modelconceptually understands both, notthat it memorised pictures of them. Last stated 4 weeks ago 12 Aug 2026 CF Chelsea Finn — holds since 2026-08-12 — tap for who they are Same subject: Passing ARC-AGI does not amount to achieving AGI: o3 still fails on some very easy tasks, indicating fundamental differences from human intelligence. — tap to centre the map on it Passing ARC-AGI does not amount toachieving AGI: o3 still fails onsome very easy tasks, indicatingfundamental differences from humanintelligence. Last stated 2 years ago 20 Dec 2024 FC François Chollet — holds since 2024-12-20 — tap for who they are Same subject: A verifiable task can be optimised by reinforcement learning until a neural network performs it extremely well. — tap to centre the map on it A verifiable task can be optimisedby reinforcement learning until aneural network performs it extremelywell. Last stated 10 months ago 17 Nov 2025 AK Andrej Karpathy — holds since 2025-11-17 — tap for who they are Same subject: Access to large-scale generalist AI systems that could be weaponized should be limited, meaning their code and neural network parameters should not be released open-source. — tap to centre the map on it Access to large-scale generalist AIsystems that could be weaponizedshould be limited, meaning theircode and neural network parametersshould not be released open-source. Last stated 3 years ago 24 Jun 2023 YB Yoshua Bengio — holds since 2023-06-24 — tap for who they are Same subject: An agent can understand a maximally simplified explanation and still be unable to come up with it — that gap is what is left of the expert's job. — tap to centre the map on it An agent can understand a maximallysimplified explanation and still beunable to come up with it — that gapis what is left of the expert's job. Last stated 6 months ago 20 Mar 2026 AK Andrej Karpathy — holds since 2026-03-20 — tap for who they are
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At the centre 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 Read this korrent →