Varun Pratap Bhardwaj

Academic · 1 min

SuperLocalMemory: Privacy-Preserving Multi-Agent Memory with Bayesian Trust Defense Against Memory Poisoning

arXiv:2603.02240v1 Announce Type: new Abstract: We present SuperLocalMemory, a local-first memory system for multi-agent AI that defends against OWASP ASI06 memory poisoning through architectural isolation …

18 views Mar 7

Academic · 1 min

AgentAssay: Token-Efficient Regression Testing for Non-Deterministic AI Agent Workflows

arXiv:2603.02601v1 Announce Type: new Abstract: Autonomous AI agents are deployed at unprecedented scale, yet no principled methodology exists for verifying that an agent has not …

Varun Pratap Bhardwaj

16 views Mar 7

Academic · 1 min

Agent Behavioral Contracts: Formal Specification and Runtime Enforcement for Reliable Autonomous AI Agents

arXiv:2602.22302v1 Announce Type: new Abstract: Traditional software relies on contracts -- APIs, type systems, assertions -- to specify and enforce correct behavior. AI agents, by …

Varun Pratap Bhardwaj

23 views Mar 1

Articles by Varun Pratap Bhardwaj

SuperLocalMemory: Privacy-Preserving Multi-Agent Memory with Bayesian Trust Defense Against Memory Poisoning

AgentAssay: Token-Efficient Regression Testing for Non-Deterministic AI Agent Workflows

Agent Behavioral Contracts: Formal Specification and Runtime Enforcement for Reliable Autonomous AI Agents

JCG, PC

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