A new regime of discovery

Artificial intelligence systems are beginning to generate hypotheses, design experiments, and produce scientific results at a scale and speed that no human only process can match.

In many domains, AI-accelerated discovery is already outpacing traditional methods.

The institutions of science have not yet adapted.


What we DO

We publish work where AI plays a substantive role in generating and documenting new knowledge—and ensure that it is:

  • Validated — claims are rigorously tested 

  • Transparent — AI methods are clearly disclosed 

  • Reproducible — results can be independently verified whenever possible

  • Interpretable — findings are made meaningful to humans 

Our role is to convert machine-generated outputs into trusted scientific knowledge.