想了解智能体怎么自己变强？这篇综述把自我改进拆解成模型和脚手架两个维度，框架清晰，适合入门和参考。
该综述论文（arXiv:2607.13104）系统梳理了自我改进智能体从研究原型到实际部署的进展。它将现代智能体定义为“基础模型+操作脚手架”的组合，并形式化自我改进为一种自我诱导的更新操作符，能对模型或脚手架进行修改。论文涵盖了多种自我改进范式，包括基于反馈循环、经验回放和自动提示优化的方法。
Highly-recommended overview of self-improving agentic systems. (bookmark it) Self-improving agents...
Highly-recommended overview of self-improving agentic systems. (bookmark it) Self-improving agents are moving from research demos into deployed systems. This survey frames a modern agent as a foundation model coupled with an operational scaffold, then formalizes self-improvement as a self-induced update operator that commits changes to either. Paper: arxiv.org/abs/2607.13104 Learn to build effective AI agents in our academy: academy.dair.ai 💬 5 🔄 12 ❤️ 49 👀 3151 📊 21 ⚡