Tomas Valenta

Agentic AI Safety: A Structured Review of Open Problems and Their Regulatory Anchoring

2026 · AI

The shift from passive predictive models to autonomous agents capable of tool use and multi-step planning moves the AI safety landscape from prediction error to control failure: small misjudgements become irreversible actions, and risks compound …