#verification-protocol News & Analysis

2 articles tagged with #verification-protocol. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AI × CryptoBullisharXiv – CS AI · 6d ago7/10

🤖

RAILS: Verification-Native Clearing For Agentic Commerce

RAILS is a verification-native clearing protocol designed to resolve the agentic clearing problem—determining whether autonomous agents have met their obligations and who bears responsibility when they fail. The protocol introduces seven primitives and a formal verification model that ensures no financially material settlement occurs without evidence meeting the required admissibility threshold, establishing a falsifiable soundness property previously absent in agent-commerce systems.

AINeutralarXiv – CS AI · May 16/10

🧠

RHyVE: Competence-Aware Verification and Phase-Aware Deployment for LLM-Generated Reward Hypotheses

RHyVE is a new verification and deployment protocol for LLM-generated reward functions in reinforcement learning that addresses a critical gap: when and how to use AI-generated rewards during policy training. The research demonstrates that reward reliability depends on policy competence levels and training phases, requiring adaptive deployment strategies rather than static scheduling.