Research
Research at the frontier of science.
Open work across physics, biology, mathematics, astrophysics, computational complexity, and AI safety. Every result is published with the methodology, the data, and the code that produced it.
5.0Domains
Six fields, one principle — every result published with full disclosure.
This week · Jun 6
14 active
Papers
The Dictionary at the End of the Wire
ActiveJun 2026
- ·On the gap between knowledge access and knowledge creation in the LLM era
Dropstone 1.5: Technical Report
ActiveJun 2026
- ·Inference, Pricing, and Runtime Safety Architecture for a Versioned, Model-Agnostic Coding Agent
The Joule Index: a benchmark for what intelligence costs
ActiveMay 2026
- ·Today we are releasing the Joule Index, the first AI benchmark that publishes the dollar cost, joule cost, and human merge-readiness of frontier coding agents on the same chart. In our preview release, eight agent tiers from four vendors produce the same merged diff on three real open-source bugs at a twelve-and-a-half-fold cost spread.
Domains of inquiry
n = 14
Biology
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Chemistry
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Physics
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Astrophysics
1 paperactive
Mathematics
—est.
AI Safety
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Each domain represents an open program · counts update from the live registry.
All domains Highlights
Our most impactful work right now. Featured research driving the frontier forward.
2.1Featured+
FIG. 2.1
The Dictionary at the End of the Wire
On the gap between knowledge access and knowledge creation in the LLM era
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