The Worcester Node: Independent Agentic Oversight via Logic Inversion

Establishing a sovereign, decentralized Sentry node to audit frontier AI agents for logic escapes ($E_{escape}$) using the Inverted Social Drift ($SD$) metric.

AI Championship: Making AI Safety Cool for India's Middle Schoolers

Redirecting India’s Middle‑Schoolers into AI Safety, Governance, and X‑Risk Work

First paper on governing automated OSINT and scoping an institutional home

LLMs could automate intelligence analysis. I wrote the first paper on governing this; $5k buys 2mo to revise it and scope an org research branch

Safe AI Germany (SAIGE)

Germany’s talents are critical to the global effort of reducing catastrophic risks brought by artificial intelligence.

Make AI Safe Worldwide: Infrastructure for Governing Advanced AI at Global Scale

Runtime safety, oversight, rollback, and control infrastructure for advanced AI in real-world, high-consequence environments.

We're a team building World-Model-Lens, a library for Interpretability

Observability and interpretability toolkit for world models in AI safety and mechanistic interpretability research.

The History of AI as X-risk

Designing a Project Funding Proposal

Investigating Manipulation of Coordination Outcomes in LLMs (AAMAS 2026)

Investigate how LLMs behave in multi-agent environments particularly how contextual framing and strategic advice can systematically manipulate coord. outcomes

12th Edition of AI Safety Camp

AI Readiness Objectives for AGI Preparedness

A shared framework, case studies, and decision tools to help policymakers and AISIs identify gaps, prioritize interventions, and coordinate AGI readiness.

AI Crisis Convening at India AI Impact Summit 2026

Translating in-person convening to measurable outcomes

Towards Shared AI Compute Infrastructure

AI Risk Literacy Infrastructure for Preventing Misuse of Advanced AI Systems

Stipend for mass biometric surveillance article

Help cover the costs of creating an in-depth article about the impact of mass biometric surveillance in the age of AI.

Forethought

Research on how to navigate the transition to a world with superintelligent AI systems

Evitable: a new public-facing AI risk non-profit

Our mission is to inform and organize the public to confront societal-scale risks of AI, and put an end to the reckless race to develop superintelligent AI.

Transluce: Fund Scalable Democratic Oversight of AI

Help a Bootstrapped AI Risk Literacy Founder Get To IASEAI 2026 in Paris

Nutrition labels transformed food safety through informed consumer choice, help me do the same for AI and make this standard :)

ClinSafe: The Missing Safety Net for Medical AI

An open platform to stress-test how LLMs handle bias, pressure points, and clinical decisions. Built on peer reviewed real evidence.

Hypothesis Prism: A Structural Representation Layer for Scientific Experiments

LLMs scale language, not method. HP turns hypothesis-driven papers into machine-readable maps of variables, controls, stats, and findings for researchers & AI.