rotative
gary marcus · 2026年8月3日

OpenAI 的新 Astra 数学突破——还是仅仅是一个巧妙的提示词技巧?

anthropic 的数学家通过巧妙的提示词,在 24 小时内使用较旧的 fable 模型复现了 openai astra 的结果,这表明 astra 的进步可能是渐进式的而非革命性的。

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an anthropic mathematician successfully replicated half of openai's claimed astra mathematical proofs using only the public fable model, generic prompting, and offline computation. this rapid partial replication suggests openai's reported breakthroughs may rely more on identifying problems amenable to specific search-and-verify techniques than on unique model capabilities. the scrutiny casts doubt on whether astra constitutes a genuine leap over existing models, especially given openai's opaque reporting on failed attempts. internal indecision at openai regarding whether to brand the release as gpt-5.7 or gpt-6 signals uncertainty about its competitive differentiation. the incident highlights the difficulty of assessing ai progress when companies present numerators without denominators, obscuring the true scope of model limitations.

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