#stateful-systems
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TwinCheck: Verifying Stateful AI Agents via Negative-Twin Simulation
TwinCheck improves agent reliability by creating 'negative twins'—simulated environments that test if an agent's proposed action leads to unintended state changes before execution.
arXiv cs.AI
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