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

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

Current work

This year, we're building AI tools for truth-seeking, strategy, and prosthesis.

Past work

	Summarising and strategising in ten fields at once
	Experiment design and technical writing for new ML methods
	Location scouting for clinical trials
	Reviewing the evidence for generalist forecasters, and implementation issues
	Redoing AI forecasting from first principles
	Investigating AI talent for Emergent Ventures
	Reviewing recent progress in generative biology
	Evaluating the track record of a large grantmaker and of outreach
	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.

News

Apr 2025:	Talleyrand: AI for scenario analysis
Mar 2025:	Stripe Press book out
Mar 2025:	A Cosmos Fellow