evolve

agent evolve

• can agent evolve it self?
• agent进化的方向？
• 如果agent可以进化 会不会可能有意识？
• AI开始自己“补充意图”甚至超出了用户的预期，自己决定做什么。外部观察觉得“它有意识”

There are really three levels of “self-evolution”:

1. Behavioral evolution → changing strategies, prompts, memory ✅ works well
2. Architectural evolution → rewriting own code/tools ⚠️ works in narrow domains
3. Weight-level evolution → retraining own neural network 🔬 experimental, expensive, risky

目前看到结局好像是：做好知识库然后微调fine-tuning.