Our consulting work spans forecasting, machine learning, and policy.

We do original research, evidence reviews, and large-scale data pipelines.

Current work

Tracking cutting-edge AI research for a major foundation
Benchmarking a compute prototype
Investigating engineering constraints on neuroscience
Organising events for underrepresented regions

Past work

Experiment design and technical writing for new ML methods
Location scouting for clinical trials
Reviewing the evidence for generalist forecasters
Investigating AI talent for Emergent Ventures
Reviewing recent progress in generative biology
Evaluating the track record of a large grantmaker
Reviewing the economics of elite education
On intellectual history: what makes movements take off?
Evaluating the forecasting work of Isaac Asimov

Our clients include Open Philanthropy, Schmidt Futures, the Mercatus Center, FAR AI
and the Institute for Progress.

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Founded by Misha Yagudin & Gavin Leech