DiscoveryFrontier

Research environments for AI

DiscoveryFrontier: Can AI Do Science?

DiscoveryFrontier builds environments, benchmarks and datasets that test AI on real scientific work and teach it to do that work, across the research loop: reading the literature, proposing ideas, designing experiments, making discoveries, and reviewing results.

The research loop: 1. Literature, 2. Ideation, 3. Experiment design, 4. Discovery & reasoning, 5. Critique & review, 6. Communication The research loop 1 Literature 2 Ideation 3 Experiment design 4 Discovery & reasoning 5 Critique & review 6 Communication
Coming soonPaperLabTBA

Across the research loop

All research →
1. Literature

Finding, reading and synthesizing papers.

2. Ideation

Proposing and specifying research ideas.

3. Experiment design

Planning studies and designing ablations.

4. Discovery & reasoning

Solving scientific problems with knowledge and reasoning.

5. Critique & review

Verifying claims, finding limitations, reviewing papers.

6. Communication

Figures and diagrams for scientific papers.