johnrichie.campo

Let’s be completely real: deploying generative AI and complex machine learning pipelines is incredible for innovation, but securing them is a massive headache. Strip away the industry hype, and we are left staring at a genuinely hard, probabilistic problem. It’s exactly the kind of problem that legacy security perimeters and traditional firewalls were never built to handle. You can’t just "patch" a neural network or drop a traditional signature into an IPS (Intrusion Prevention System) to stop an AI exploit. Securing these systems requires careful, sustained attention across a messy landscape of unstandardized threat vectors. It means spotting subtle, quiet [...]