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the decoder · September 4, 2026

GPT-6 Astra sparks benchmark debate with human-beating ARC-AGI-3 efficiency

openai's gpt-6 astra shows mixed benchmark results, but its human-beating efficiency on arc-agi-3 pulls chollet's agi forecast forward. this affects agi development.

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openai's gpt-6 astra receives mixed benchmark results, with epoch ai ranking it first among 267 models and artificial analysis rating it equal to its predecessor. however, gpt-6 astra achieves 62.7% on arc-agi-3, outperforming humans for the first time, and prompting arc prize chief francois chollet to revise his agi forecast. chollet considers the progress '2x faster' than expected. gpt-6 astra also shows improvements in efficiency, requiring fewer compute steps and tokens than its predecessors.

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