SCOPE compiles natural-language agent policies into predicate programs
Programs trained with a weak executor transfer to other models and match frontier accuracy at lower cost with more stable verdicts.
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Stories tagged #policy-enforcement
AXON Datum enforces data access policies before AI systems act
AXON Networks launched Datum to enforce data access and residency policies before AI systems act.
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Transcend Rails brings policy enforcement and spending controls to AI agents
Transcend launched Rails, a governance product enforcing per-action policies, budgets, audit trails, and kill switches for enterprise AI agents.
From Alignment to Access Control: A Framework for GenAI Policy Enforcement
A framework maps generative AI policy enforcement from model alignment to access control.
What happens when AI agent governance is missing at scale
meshIQ engineering head Gourab Basu argues AI agent governance must inspect proposed tool calls in-flow, since prompts alone cannot control nondeterministic agents.
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Access Control as Verified Parse Constraints
Researchers verify a class of EverParse validators that correctly enforce access-control policies, deploying a machine-checked enforcement gate on seL4.
From Intent to Execution Grant: An Execution-Boundary Conformance Profile for High-Risk AI Actions
Researchers specify EBL-Core, an execution-boundary conformance profile binding AI agent intents, policies, and evidence into verifiable execution grants, validated with bounded tests.
CONTINUITY: Security-Context Contracts for Composable LLM Agent Controls
Researchers introduce CONTINUITY, a framework of assume-guarantee contracts that preserves LLM agent security context across components, verified across 2,560 attack instances.