I watched the clip—not as a fan, but as an analyst who’s spent years decoding violence through metrics. The headline screamed '恶棍,' but the data says something else: human error, not malice. In this piece, I dissect why emotion hijacks logic in sports media—and how AI can reveal what headlines hide. This isn’t about brutality. It’s about algorithmic bias in real-time reaction systems.