03 AI时代卡位战，中国势在必得如果说工业场景的落地让资本看清了“当下”，那么中美竞争的格局则促使他们选择押注“未来”。
Game-playing neural networks like AlphaZero achieve superhuman performance in board games by augmenting the raw policy with a test-time search harness and distilling the stronger, augmented policy back into the network. Why aren’t similar techniques used in language modelling today? The DeepSeek-R1 authors mention they found limited success with MCTS; Finbarr Timbers has an excellent post on why they may have faced this problem, namely their choice of UCT instead of pUCT.，更多细节参见有道翻译
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