The Wallfacer Project

Wallfacers receive enormous authority and resources while keeping their true plans entirely inside their own minds.

Observers cannot distinguish brilliant strategy from incompetence, self-interest, or betrayal when authority scales faster than the ability to inspect the decision-maker’s reasoning.

The opacity is deliberately defensive against an adversary rather than a consequence of machine cognition, so the analogy is strongest for oversight and interpretability.