What was considered a state-of-the-art agent architecture six months ago is already legacy. We went from basic tool calling, to complex ReAct loops, to multi-agent frameworks, to entirely new model capabilities (like native tool-calling APIs) in less than 18 months. Even though model reasoning capabilities got a lot better, the hype is outpacing our ability to actually build anything with them due to the lack of standardization. Let me give you some examples (another warning: this will get quite techincal).
Юлия Мискевич (Ночной линейный редактор)，详情可参考新收录的资料
。新收录的资料对此有专业解读
- "A conclusion that restates every point already made in the previous 3000 words"，这一点在新收录的资料中也有详细论述
eval_and_print("/", 10, 3);