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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.
Drawn from what François Chollet said, then moved away from
What François Chollet actually said
- François Chollet Creator of the Keras deep-learning library and the ARC-AGI benchmark
No longer holdsOpenAI's new o3 model represents a significant leap forward in AI's ability to adapt to novel tasks. This is not merely incremental improvement, but a genuine breakthrough, marking a qualitative shift in AI capabilities compared to the prior limitations of LLMs.
Added to korrents 29 Aug 2026 · How quotes work · Something wrong? Tell us
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