Math for
AI Safety
Repository ↗

An open research organization

Mathematics
for AI safety

We state open problems precisely, and check their solutions in public.

Good mathematicians prove theorems, great mathematicians come up with conjectures, and the greatest mathematicians come up with definitions.

Grant Sanderson, 3Blue1Brown

Asking the right questions

Mathematicians prove theorems, ask questions, build theory and apply it. MAIS works on the second: stating the questions AI safety needs answered.

Proving theorems

Turning a conjecture into certainty.

Asking questions

Finding the question worth answering, and stating it precisely. This is where MAIS works.

Theory building

Connecting results into a framework that explains them.

Applying theory

Using that framework to build and check real systems.

Where to begin

One starter problem per agenda, each sized for a first paper.

The map

92 problems in eight agendas, drawn as a survey chart. Find where your mathematics fits.

Open the map ↗

Have a problem that belongs here?

Propose a problem ↗