The 7 Structural Drivers of AI Training PII Pain

Your chip has 100 instructions. But every single one is built from combinations of exactly 7 irreducible structural drivers — fundamental tensions in AI training data and model PII that cannot be engineered away. These are mathematical, architectural, and structural constraints rooted in how neural networks learn, store, and propagate personal data.