state-grounded

StateGen Platform Generates Synthetic Training Data for Tool-Augmented LLMs with 9.66/10 Hallucination Score

Researchers introduce StateGen, a synthetic data generation platform that produces scored, reasoning-trace-rich training conversations for tool-augmented LLMs. The platform uses a four-role LLM loop and an authoritative state manager to eliminate tool-call hallucinations, achieving a 9.66/10 score across 64,698 evaluated conversations.