ContractGuard verifies tool contracts in RACG systems to prevent effect forgery, restoring zero injection success on benchmarks and six hosted models against adaptive attackers.
Capability minimization as a safety primitive: Risk-aware causal gating for least-privilege llm agents,
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
Introduces organizational profiles, a failure taxonomy including dependency-boundary determinism mismatch, and a synthetic methodology showing degraded risk coverage in AI-native teams.
citing papers explorer
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The Gate Is Only as Honest as Its Contracts: ContractGuard for the Contract Layer of Risk-Aware Causal Gating
ContractGuard verifies tool contracts in RACG systems to prevent effect forgery, restoring zero injection success on benchmarks and six hosted models against adaptive attackers.
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Risk Architecture for AI-Native Engineering Teams: An Organizational Framework for Agentic System Governance
Introduces organizational profiles, a failure taxonomy including dependency-boundary determinism mismatch, and a synthetic methodology showing degraded risk coverage in AI-native teams.