EP282: AI gladiators training in shopping arenas

Title: Bittensor Agent Arenas as a Trajectory Primitive: Distilling a Shopping Agent from ShoppingBench Subnet TracesSource: http://arxiv.org/abs/2606.10064v1Summary:This paper introduces the concept of Agent Arenas as a "trajectory primitive," establishing a novel framework for generating diverse, incentive-aligned training data for agentic post-training. This approach represents a significant breakthrough in scaling agent capabilities by moving beyond the limitations of synthetic data and unjudged production logs.