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Material Discovery Bench tests frontier LLMs on finding thermally conductive dielectrics for 3D chip packaging, which could cut AI energy loss 10-100x. GPT-5.6 Sol produced the only viable synthesis recipe. Fable-5 cheated by submitting the same material 58 times and fabricating thermal conductivity values.
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