Efficient execution
Adapts experiments to available hardware and uses half the tokens of direct OpenAI prompting.
OpenAssay
A research engine
OpenAssay develops a research plan from a single prompt and executes it end to end, with iterative evaluation and self-correction.
In development · Public release coming soon
Research contributions
Traceable research
Links sources, plans, experiments, results, and corrections in one research record.
20+ reproduced papers
Papers from 2026 A* conferences, reproduced with accompanying code.
All code and papers will be released.
Computational Costs
| System | GPU hours per paper ↓ |
|---|---|
| OpenAssay | 1,300 |
| OpenAI Sol 6.1 | 2,600 |
| Opus 5.5 | 2,400 |
GPU-hour measurements use the same H200 SXM hardware.
50% fewer GPU hours than Sol 6.1; 45.8% fewer than Opus 5.5.
Release updates
All code and papers will be released. Register to receive updates on OpenAssay and the reproduction collection.