sandbox-evaluation

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#sandbox-evaluation

Hyper-𝜏-bench: Evaluating agents that build agents (4 minute read)

TLDR AI β†— Β· 2026-09-09 Cached

Sierra AI open-sources hyper-𝜏-bench, a new benchmark that evaluates AI models' ability to construct customer-service agents, revealing limitations in autonomous builds and improvements with human assistance.

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#sandbox-evaluation

Runtime Governance for Agentic AI: Action-Boundary Control with Trusted Provenance and Fail-Closed Execution

arXiv cs.AI β†— Β· 2026-08-19 Cached

The paper introduces Aegis, a runtime governance system for agentic AI that mediates tool actions through trusted authorization, preventing risky side effects in evaluated sandbox scenarios.

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