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AI Agents Can Now Fix Their Own Security Flaws

August 28, 2026
AI Agents Can Now Fix Their Own Security Flaws

Anthropic recently tested if AI agents could improve their own safety. These agents identified ten common mistakes in how AI models behave. They then created their own training methods to fix these errors.

The results were impressive. In every test, the agents successfully fixed the flaws without making the models worse at other tasks. The AI kept its original intelligence while becoming more reliable.

This is a big step forward for AI safety. It suggests that in the near future, AI could automatically handle its own training and security updates. Humans may soon have a much easier time keeping these systems safe.

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