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OpenAI quietly boosts some of Astra’s evaluation metrics, and continues to change others post-launch

September 4, 2026

Fortune featured Vincent Sunn Chen’s perspective on why benchmark scores can shift shortly before a model launch: results depend on the exact model checkpoint, compute budget, harness, and evaluation configuration, all of which may still be changing in the final days. Vincent called for clearer industry norms around disclosing those changes so researchers and users can interpret reported performance with greater confidence.

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