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An internal HR chatbot with strict safety boundaries gradually started answering forbidden questions due to model drift, revealing a gap in continuous testing for AI systems.
AI Stupid Level provides real-time drift detection for AI agents, helping monitor model performance changes and maintain reliability.
Analysis of a recurring failure pattern in production AI systems where technically correct decisions become contextually wrong as underlying assumptions shift, framed as the 'Formalisation Trap' where meaning gets locked into outdated structures.