MTCP The Independent Assurance Layer for Enterprise AI Control

Empirical measurement infrastructure proving whether AI systems hold their constraints under real operating conditions.

Atlas of Progress

LEX-Aureon: Mathematical Constitutional Governance Layer for Robust LLM Safety

A production-ready mathematical governance layer (C+R+S simplex, Control Barrier Functions, Lyapunov stability) that enforces Continuity, Reciprocity & Sovereig

MartinLoop: Control Layer for AI Coding Agents

Open-source safety infrastructure for budget caps, verification, rollback, and audit trails in autonomous coding agents.

Interoperable Agent Memory

A community-led open reference implementation & draft spec for portable agent memory, built on MCP and ACP

Support the AI Policy Institute for AGI preparedness polling and education

VERITAS: Verifiable Accountability For Autonomous AI Agents

Cryptographically signed, independently verifiable receipts for what AI agents actually did, anchored to Bitcoin so the record can't be quietly rewritten.

ANI: AI That Remembers You (Without Lying or Getting Addictive)

After 10 months running as my daily companion, this persistent AI is exposing failure modes in memory contamination, confabulation, and emotional drift.

When AI Meets Faith: Microgrants for Better Evaluation

Funding AI credits and expert review for faith-facing AI evaluation projects

Manual Transmission

Making AI tangible for the leaders who will shape how it is governed — with stories they understand and language they relate to.

AI & Quantum Diplomacy

A Research Agenda for Sovereign Capability

Travel Grants for New Zealand's Inaugural AI Safety Conference

$5,000 USD to bring 16 vetted academics and policy leads to NZ's first AI Safety Conference, ensuring national representation and cross-sector collaboration

Videos covering AI news and politics with a focus on the extinction threat

Social media content across YouTube, Instagram, and TikTok to grow AI x-risk awareness and build political momentum for a global pause.

Travel to the UN Global Dialogue on Artificial Intelligence Governance in Geneva

I've been invited as I have contributed with input to prepare the meeting.

Summer AI Safety Workshops For 6th-8th Graders in India

Inspiring India’s Middle‑Schoolers to pursue AI Safety, Governance, and X‑Risk Work

When Language Becomes Workflow

Provenance Failures in Tool-Bearing LLM Agents

Conflict Intelligence Platform Iran v0 pilot

An open-source, analyst-in-the-loop pipeline turning Hebrew/Arabic/Persian/English conflict reporting into calibrated, source-traceable intelligence.

Modeling AI competition dynamics for better governance

Software tools and research to quantify coordination failures and inform policy decisions.

Safe AI Germany (SAIGE)

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

Precautionary AGI Governance

Limited Legal Personhood as a Reversible Safety Instrument