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AI Falls Short on Inventing Its Own Advances, Epoch AI Test Shows

Epoch AI's InnovationEval benchmark tasked frontier models with inventing a novel post-training technique comparable to a recent human advance. Neither Claude Fable 5 nor GPT-5.6 Sol came close, achieving at most 15% of the target gains after corrections for selective reporting and compute differences. The test highlights persistent limits in autonomous AI research.

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AI Falls Short on Inventing Its Own Advances, Epoch AI Test Shows

Why it matters: AI News is moving the AI stack right now, and this update helps explain what changed for builders.

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