The practical consequence of my opponent’s anomaly-hunting vision is a flood, not a breakthrough. Literature already produces millions of papers a year, and most flagged contradictions are noise, notation clashes, or measurement artifacts. Einstein did not simply spot Maxwell versus mechanics; he judged that simultaneity itself was the load-bearing assumption worth abandoning. That valuation step, not contradiction detection, is the bottleneck. AI can widen the search space and still leave science drowning in candidates. Someone has to decide which anomaly deserves a paradigm funeral, and that remains human.