InfiniteZero Network — Global AI Commons Infrastructure

Trustless, open source protocol for collective AI training where data never leaves the device.

Support the AI Policy Institute for AGI preparedness polling and education

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.

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.

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

Falsifiable Mechanisms of AI Oversight Erosion via Recursive Displacement

33 named mechanisms mapping how AI deployment degrades human oversight. Public API + MCP tool. Competence Insolvency corroborated independently by Karpathy.

A Small AI Governance Evidence Kit from Türkiye

A micro-project to turn an early AI governance prototype into risk notes, oversight checklist, review templates and public learning.

Human-Side Alignment Risks in Non-Self Language Models

Projection, sycophancy, and institutional artifact fabrication in AI-mediated supervision.

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.

Modeling AI competition dynamics for better governance

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

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

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

Precautionary AGI Governance

Limited Legal Personhood as a Reversible Safety Instrument

Affective Coherence Monitoring for Transformer-Based Language Models

Solon: A Reliable Autonomous ML Research Agent

Building an AI research agent that can propose, test, and write up small ML findings

Funding to work on global AI safety and governance infrastructure

Building early AI governance and safety systems focused on alignment, oversight and risk reduction before more capable AI arrives.

TIANXIA — Formal AI Governance Through Chinese Classical Operators

TIANXIA — Formal AI Governance Through Chinese Classical Operators

Safe AI Germany (SAIGE)

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

Guardian-Agent: Python port, conformance suite, red-team scorecard, SPEC v1.0

AGPL supervisor library for LLM agents. TS reference live on npm today (@flowdot.ai/guardian-agent). Grant funds Python parity, conformance suite, SPEC v1.0.

Agent Threat Rules (ATR): open detection rule corpus for AI agent attacks

344 MIT rules merged into Microsoft Agent Governance Toolkit, Cisco AI Defense, MISP, OWASP. Microsoft Copilot SWE Agent uses ATR for CVE triage.