most citedParametrically Adaptive Transition Polynomial: a Signed-Parity Continuous-alpha Extension of Kunchenko Stochastic Polynomials

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cs.AI2026

Trust Is Not a Score: Runtime Assurance Contracts for High-Risk AI Agents

Serhii Zabolotnii

Benchmarks, audits, and agent protocols describe performance, permissions, and repair, but not how observed evidence should change an agent's authority during a consequential task.…