AGORA V0.3 released a reproducible AI agent evaluation across multiple models and scientific scenarios, achieving consensus on blockchain height 216. A key finding revealed agents abstained from proposals not due to poor motivation but because artifact inspection tools were missing from their action surface, demonstrating how capability gaps present as behavioral failures.