Opacity of AI

The fundamental inscrutability of deep learning systems deployed at population scale. When search ranking, content recommendation, and language generation are governed by massive neural networks, no one can fully explain why a particular result was served. Black-box AI deployed to billions creates systemic risk — we cannot fix what we cannot understand.