learning-from-failure

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Minimal public interfaces for cognitive immunity and failure-memory experiments in AI agents.

Longitudinal benchmark for measuring whether AI agents learn from repeated failure and feedback.

A ritualised archive of abandoned projects — post-mortems for software that died so we could learn what lives.

Open research hub for reliable agentic AI, learning from failure, and evidence-bounded systems.

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