#security_automation

Let's ignore the vendor spin Nearly every 'adaptive ai security system' being hailed on this forum? Training on historical threat data that can't evolve past old vectors. If the detection logic is baked into machine learning that mirrors patterns from 15 years ago — then modern zero-day tactics designed with adversarial ml in mind just circumvent that loop instantly. You're chasing a red herring that self-perpetuates false security until it's game over and everyone asks 'how'd that attack work anyway?'