Saturday Night Fights

This article reveals a significant gap between AI models' benchmark scores and their practical performance in agent-readiness tests, where many high-scoring models fail real-world challenges. The author proposes a "fight card" to evaluate AI models based on their true operational capabilities rather than superficial metrics.