The Restructuring Report

As AI startups increasingly seek bankruptcy protection, practitioners face a challenge unique to generative AI: model decay. This article introduces the "Ubik problem" — named for Philip K. Dick's novel where objects regress without constant maintenance — to describe how AI assets deteriorate when severed from training data, compute and engineering talent, and offers strategies for preserving value in restructuring.