AI safety · Mathematics · Policy

Research

Our research spans the technical, mathematical, and policy questions that matter for preventing human extinction from advanced AI.

Library

Publications

2026
Short storyAI alignment
Speculative fiction

A Tale of Two Verities

Inspired by Absolute Alignment Allocation

A fourth-dimensional traveler separates the present into two worlds. Starting with the same machines and unfinished questions, they take different paths toward superintelligence.

Areas of inquiry

Our research agenda

Different disciplines bring different tools to the problem of advanced AI. HARPI’s scope extends across these three areas.

AI safety

How can advanced AI remain safe?

We are interested in how increasingly capable systems can be aligned with human intentions, and what evidence would justify confidence in their safety.

  • Alignment and the behavior of advanced AI systems
  • Evaluation, safeguards, and catastrophic failure

Mathematics

What mathematical foundations do we need?

Our scope includes formal approaches to uncertainty and decision-making, alongside fundamental questions in mathematics itself. Foundational results can be valuable before their eventual applications are known.

  • Mathematical reasoning, uncertainty, and decisions
  • Foundational problems and the scope of formal results

Policy

How should institutions respond?

We examine how governments and organizations can respond to the possibility of catastrophic AI harm, including decisions made under uncertainty and competitive pressure.

  • Governance, coordination, and economic incentives
  • Resource allocation and institutional responses to risk

Contribute

Bring a question. Challenge an argument.

Research proposals, technical criticism, and collaboration are all ways to contribute.

Contribute to HARPI