On the creation of narrow AI: hierarchy and nonlocality of neural network skills

Eric J. Michaud, Asher Parker-Sartori, Max Tegmark

We study the problem of creating strong, yet narrow, AI systems. While recent AI progress has been driven by the training of large general-purpose foundation models, the creation o…