Andy E Williams

The Illu­sion of Iter­a­tive Im­prove­ment: Why AI (and Hu­mans) Fail to Track Their Own Epistemic Drift

Pre­serv­ing Epistemic Novelty in AI: Ex­per­i­ments, In­sights, and the Case for De­cen­tral­ized Col­lec­tive Intelligence

Why Lin­ear AI Safety Hits a Wall and How Frac­tal In­tel­li­gence Un­locks Non-Lin­ear Solutions