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VERIFYAgents & automation

TypesafeAI Integration with Volna

This project integrates TypesafeAI into Volna, replacing an LLM call with a Jev mechanism for comparing replies to tool results, significantly reducing latency and cost.

integrated @typesafeai into @IamVolna the check that compares every reply to its own tool results was an llm call, 16s median jev does the same job as a probability: 0.76s, auc 0.854 on 258 replayed turns. costs pennies huge