Artificial intelligence
Artificial intelligence is the field of building machines that perform tasks associated with human cognition — perceiving, reasoning, learning, and generating language. Modern AI is dominated by deep neural networks trained on vast datasets, and by large foundation models that acquire broad capabilities from self-supervised learning across text, images, audio, and code.
AI is the general-purpose engine behind nearly every other technology on this list: it accelerates scientific discovery, powers autonomous systems, and lets ASIZ design and interpret experiments at a scale no human team could match.
Frontier models already match or exceed human performance on many benchmarks, but remain unreliable, hard to interpret, and expensive to run — making alignment, evaluation, and efficiency the central open problems.
The discovery loop, applied.
Through the Computational Discovery center, ASIZ aims the discovery loop at artificial intelligence: frontier models survey the literature and simulate the possibilities, rank the experiments most likely to resolve the open questions, and partner labs run the decisive ones — with results shared openly.