Agentic AI systems don’t fail suddenly — they drift over time

Agentic AI systems don’t usually fail in obvious ways. They degrade quietly — and by the time the failure is visible, the risk has often been accumulating for months.

As organizations move from experimentation to real operational deployment of agentic AI, a new category of risk is emerging — one that traditional AI evaluation…
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