AI Integrity Mission to UNESCO: Advocating Global Standards for AI Trust.

Networking and sharing the AIO Integrity Index (11,340 scenarios) with global policymakers to address "Integrity Hallucination" in LLMs.

Agent Island: An Environment for Interagent Cooperation and Conflict

A flexible simulation environment for assessing strategic and persuasive capabilities, benchmarking, and agent development, inspired by reality TV competitions.

Bridge OS: Governance Architecture Preserving Human Oversight Deterministically

AI completes to 100% by default. Our middleware makes that impossible. Human judgment is required at critical decision points enforced by schema

Safe AI Germany (SAIGE)

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

Seed Funding For Geodesic Research

The Creative Content Coalition for AI Safety (CCCAIS)

Filmmakers, musicians, and comedians team w/AI safety researchers transforming technical concepts into compelling viral shorts making critical risks consumable.

AI Crisis Convening at India AI Impact Summit 2026

Translating in-person convening to measurable outcomes

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 :)

TAAC: Cross-Provider Safety Analysis of Prompt Compression in LLM Inference

Novel safety failure modes discovered across 7 LLM providers with 35,000+ controlled inference trials. Targeting NeurIPS 2026.

12th Edition of AI Safety Camp

Ambitious AI Alignment Seminar

One Month to Study, Explain, and Try to Solve Superintelligence Alignment

[Retroactive] Funding for developing new "substrate-flexible risk" threat model

I self-funded research into a new threat model. It is demonstrating impact (accepted at multiple venues, added to BlueDot's curriculum).

Get OpenAI employees addicted to factorio

by buying gift cards for the game and handing them out at the OpenAI offices

Transluce: Fund Scalable Democratic Oversight of AI

Isolating CBRN Knowledge in LLMs for Safety - Phase 2 (Research)

Expanding proven isolation techniques to high-risk capability domains in Mixture of Expert models

Validating Gains from Derivable Alignment

A Three-Month Falsification First Evaluation of CREATE

AI Safety East Africa (AISEA)

Operational costs for AISEA

Reducing Risk in AI Safety Through Expanding Capacity.

AI Security Startup Accelerator Batch #2

Funding 5–10 AI security startups through Seldon’s second SF cohort.

Neuro-Safety: Reducing AI Latency for Bio-Safe Interaction

Developing an Edge-AI framework to reduce response latency to <0.6s, mitigating user cognitive stress and establishing "Digital Pharmacotherapy" standards.