Your AI Didn’t Leak Your Data. It Invented It.
When an AI assistant drops a detail that feels too specific to be coincidence, your first instinct is panic: the system is leaking data. But the truth is worse. Modern LLMs are probability engines trained on millions of codebases, making them architecturally incapable of distinguishing between a genuine data breach and a statistically plausible hallucination. The real vulnerability isn’t leakage โ it’s the death of certainty.