Governing an agent that rewrites itself
An agent that edits its own code needs the same review as any other change. What safety research says about reward hacking, sandboxes, oversight, and typed contracts.
· 8 min read
Research · Pillar
Self-evolving agents
Agents that change their own skills and code.
Skill libraries, workflow memory, automated agent design, and code that modifies itself. Posts cover what the evidence shows and where these methods fail.
