Don’t be fooled—LLMs don’t reason

Ten years after AlphaGo’s match against Go champion Lee Sedol, today’s AI still isn’t tapping into the machinery that made that win possible.

AlphaGo第37手看似直覺，實為搜索機制權衡未來後果的推理結果，而當今大語言模型只做下一詞預測，缺乏可檢視的推理狀態。作者主張借鑒AlphaGo架構，讓系統維護顯式的認知狀態並逐步更新，才能產出可信且真正新穎的結論。