Unverified50% confidenceFactExact time
Self-Evolving Agent Harness (arXiv:2610.18813) distinguishes two kinds of changes: state-level changes (such as modifying prompts or updating memory content) and structural changes (such as revising tool definitions, adjusting repository logic or recombining plugins).
1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe paper "Self-Evolving Agent Harness" proposes achieving self-evolution by revising the agent's software harness while keeping the model weights unchanged.76% similarUnverified将所有外部能力都做成Tools写在Agent Prompt里会导致模型选工具时行为不稳定70% similarUnverifiedIn creation mode, the agent can modify itself, hot-swap its own plugins, install additional plugins, and self-upgrade.69% similarUnverifiedAgent化转变的核心是引入规划-工具调用-反馈-迭代的闭环，技术基础包括Function Calling机制、长上下文窗口及强化学习训练的规划能力69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1069771API
curl https://kongchang.com/api/v1/knowledge/claims/1069771MCP
get_claim(id=1069771)