Chollet on X: Intelligence Is Not About Information Storage
AI Summary
Chollet challenges the common framing that "more parameters = more intelligence." Parameters store learned patterns, but intelligence is not the quantity of stored patterns — it's the efficiency of constructing new ones. A hard drive stores more information than a human brain, but no one claims hard drives are intelligent. The thread draws the implication: making LLMs larger does improve certain forms of knowledge retrieval, but this improvement is not on the intelligence axis. The relevant axis is not "how much can you store" but "how quickly can you adapt to genuinely novel tasks with minimal examples.
Original excerpt
More parameters ≠ more intelligent. Storage (hard drives are world's best) vs. efficient adaptation to novelty (what intelligence actually is).
The unit of intelligence measurement: examples required to reach competence on a completely novel task. Not parameters. Not training tokens.
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Chollet challenges the common framing that "more parameters = more intelligence." Parameters store learned patterns, but intelligence is not the quantity of stored patterns — it's the efficiency of constructing new ones. A hard drive stores more information than a human brain, but no one claims hard…
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"Chollet on X: Intelligence Is Not About Information Storage" was written by François Chollet. It is curated in the François Chollet vault on Burn 451, which covers agi evaluation & arc-agi.
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