Skill evolution

Named by 2 kept items in this workspace.

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Appreciation Teaches Unauthorized Execution: Self-Evolution Degrades the Robustness of Personal Agents to Indirect Prompt Injection
paper2026-10-29
One self-evolution setting tested: the agent learns from user feedback by evolving its skills. Average attack success rate rises by 14.0 to 48.8 percentage points compared with the base agent.
AI Security Briefing
paper2026-07-18
Lifecycle stage of the skill threat taxonomy identified as a source of security risk

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