EP398: Social deduction games teach AI creativity

Title: From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-ImprovementSource: http://arxiv.org/abs/2607.23802v1Summary:This paper introduces a novel framework for open-ended LLM self-improvement by enabling agents to generate and verify their own rewards through task transformation. This represents a foundational breakthrough in autonomous learning and reasoning, significantly advancing agentic AI's ability to self-adapt and evolve without constant human oversight.