Our consulting work spans
forecasting,
machine learning,
and policy.
We do original research, evidence gathering, and largeish data pipelines.
Current work
This year, we're building AI tools for truth-seeking, strategy, and prosthesis.Past work
| A major trade book on current AI | |
| Experiment design and technical writing for new ML methods | |
| Annotating the scientific breakthroughs of the year | |
| Location scouting for clinical trials | |
| Mapping all AI safety research | |
| Synthesis and strategy in ten fields at once | |
| Reviewing recent progress in generative biology | |
| Reviewing the evidence for generalist forecasters, and implementation issues | |
| Redoing AI forecasting from first principles | |
| Investigating AI talent for Emergent Ventures | |
| Reviewing the economics of elite education | |
| Evaluating the forecasting work of Isaac Asimov |
Our clients include Stripe, SCSP, Coefficient Giving, Schmidt Futures,
Renaissance Philanthropy, the Mercatus Center, FAR AI, and the Institute for Progress.
News
| Dec 2025: | 2025 review |
| Dec 2025: | Breakthroughs of the year |
| Dec 2025: | The new Shallow Review |