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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Ram Kumar Rajagopal

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#software testing Open access Sep 2026

Autonomous Micro-Enterprise Security (AMES): Threat-Bounded State Transitions, Zero-Trust Ingress Verification, and Adversarial Limits in Agent Runtimes

As autonomous multi-agent runtimes transition from conversational prototypes to revenue-bearing infrastructure, the security assumptions that governed classical software systems no longer hold. Prompt injection, tool-call hijacking, credential escalation, and cross-tenant state corruption are not edge cases in multi-ag...

Ram Kumar Rajagopal · 0 citations
#generative ai Open access Sep 2026

Autonomous Micro-Enterprise Governance (AMEG): Architectural Accountability, Deontic-Epistemic Verification, and Statutory Auditability in Multi-Agent Systems

As autonomous multi-agent generative systems tran- sition from conversational prototypes to high-stakes revenue- bearing infrastructure, organizational accountability can no longer rely on extrinsic policy documents audited ex-post. This paper formalizes Autonomous Micro-Enterprise Governance (AMEG), an architectural r...

Ram Kumar Rajagopal · 0 citations

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