AINeutralarXiv – CS AI · Jun 196/10
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Trustworthy Multi-Agent Systems: Mitigating Semantic Drift with the Argent Signaling Protocol
Researchers introduce the Argent Signaling Protocol (ASP), a structured metadata framework that helps multi-agent AI systems distinguish between repairable failures and unrecoverable errors by tagging responses with quality signals including certainty, grounding, and stochasticity. Testing across multiple language models shows significant improvements in accuracy and error containment, with particular success in blocking ungrounded information from propagating through agent pipelines.