ResearchPCAS Policy Compiler for Secure Agentic Systems 48% to 93% CompliancearXiv·high signalXBlueskyLinkedInCopy linkCompiler-based deterministic policy enforcement improves agent compliance from 48% to 93% with zero violationsSourceSource pagearXiv↳ Follow the threadPolicy dependency / Stack layerThree of Four Major Agent Frameworks Provide No Built-In Confinement for Delegated AuthorityarXiv 2609.00267Policy dependency / Threat patternLabeling data PUBLIC - OK TO SHARE made Claude Sonnet 5 leak record values verbatim in all 10 test scenariosarXiv 2609.01693Policy dependency / Stack layerFolding an agent's trace into typed run state answers monitoring questions at 0.86 accuracy where raw-trace reading gets 0.48arXiv 2609.01466Policy dependency / Stack layerVision-language models all fail at driving a browser to find bugs in AI-generated web appsarXiv 2609.00081Policy dependency / Stack layerYou can fingerprint which model an API is actually serving from its tool-call distribution, at 100% detectionarXiv 2609.00052Policy dependency / Stack layerAgentic Settlement Protocol Adds Escrow and Three Deadlines Because x402's Atomic Payment Fails Real CommercearXiv 2609.02208Policy dependency / Stack layerDoor-in-the-Face Works on Opus 5 (29% to 66%) and Backfires on OpenAI and Google Frontier ModelsarXiv 2609.02707Policy dependency / Stack layerREADY qualifies agents for enterprise deployment on reliability and oversight cost, not benchmark accuracyarXiv