为什么现在大家评价 LLM，越来越看重代码和 agent 能力，而不是聊天能力？我的两点观察：1. 可能是我身处计算机领域的“领域视角”带来的偏差——圈子里天天聊 Claude Code、Codex，感觉全世界都在用 AI 写代码2. 但更本质的是：人们不再满足于模型"会聊天"，而是希望它能把活干完。聊天是过程，交付才是结果说实话，普通人的日常需求，豆包这类产品早就够用了。卷代码和 agent，卷的是生产力的天花板。#LLM #AI编程 #Agent #ClaudeCode #AI
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