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Policy2026-09-05 · source-backed
arXiv 2609.03266 argues that with discovery and repair both getting cheaper, exposure is set by remediation coverage at the release decision, meaning the fraction of identified vulnerabilities fixed before shipping and the residue of known, assessed, unremediated flaws. That residue isn't a random sample of what was found, because triage sorts on cost and the expensive cases are architectural. Documented awareness alters legal and market position while producing adverse selection that software pricing doesn't reflect. CISA's Binding Operational Directive 26-04 is examined as the exception (arXiv).
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Executive Order 14409 gave the government 60 days to produce three things: a classified frontier-model cyber benchmarking process from NSA/CISA/NIST, a voluntary frontier AI disclosure framework, and an OPM federal cyber workforce plan. As of 00:00Z August 1 there were no Fede...
A joint cybersecurity information sheet now codifies design guidance for MCP authentication, server trust, and supply-chain controls. Government codification is a leading indicator that enterprise procurement will start demanding documented MCP security posture in RFPs. If you...
A measurement paper published August 28 ran one adaptive adversary against a seven-layer stack and found failure correlation positive in all fifteen measurable pairs, phi between 0.30 and 0.75, with the joint residual exceeding the multiplicative prediction by up to 0.172. The...
A 170-artifact, 145-family benchmark scored three scanners on whether they return a decision at all. ModelAudit produced a definitive verdict on 100% of the 135 labeled families, Fickling on 81.5%, ModelScan on 49.6%. But ModelScan reached 100% precision, recall and F1 on the...
arXiv 2608.05144 runs Manager, Planner, Engineer and Reviewer roles over persistent project state with *fixed* model weights, self-evolving through runtime state and control policies rather than training. 76.8% on AARRI-Bench, and mature waves use 21% fewer solve-input tokens...
arXiv 2607.23982 adapts Holmström's team moral-hazard model into a game where an agent can keep an immediate local reward or pay a query cost to surface a hidden safety fact that mainly helps another agent's downstream decision. Base behavior splits into two failure modes: pre...
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