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Discovered Materials is playing AI whack-a-mole to hunt cooler chips
AI代理全天候在云端做材料猜谜，把博士的每天20次试错变成数千次，加速冷却芯片新材料发现。
Discovered Materials raised $9 million to fund the hunt for more novel materials to build more efficient chips.
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ARIA: A Causal-Aware Framework for Rescuing LLM Reasoning in Trustworthy Materials Discovery
突破生成模型因果盲区，ARIA以因果感知框架重塑材料发现中的大模型推理，KDD 2026前沿成果。
arXiv:2606.22375v1 Announce Type: new Abstract: Generative models have revolutionized the process of materials discovery, yet they often fail to satis…