The Ledger

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Assertion Supported

Chollet: Scaling LLMs 50,000x Only Lifted ARC Accuracy to 10%

“And from at the time, back in 2019 to now, with a model like GPT 4.5, for instance, there's been a roughly 50,000 X scale up of basal alarms. And we went from zero percent accuracy on that benchmark to roughly 10%, which is not a lot.”

François Chollet Jul 3, 2025 ▶ 2:09 François Chollet: How We Get To AGI · Y Combinator

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The Ledger

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