Travel funding for DL4C at ICML Workshop 2026

RMR2: Searching for Synergies in Rejuvenation Biotechnology

The Longevity Escape Velocity Foundation (LEVF) seeks support for one of the most neglected and potentially important questions in aging research

Travel grant for attending MI4MedFM workshop at MICCAI

CRQ: An Open Benchmark for AI Relational Quality

Validating a cross-model behavioral benchmark — 7 models, 1,050 conversations, Cohen's d=1.08 — with no cost to factual honesty.

Ndome — zero-trust, mechanically-verifiable safety scoring for AI agents

An independent safety score for AI agents you can verify — deterministic, reproducible, auditable, and it never needs your private data.

DriftBench v1.1: an ambivalence metric + 20 cross-domain scenarios

Deterministic, no-LLM-judge benchmark for how faithfully AI tracks changing beliefs. Funding v1.1: a new ambivalence metric + 20 cross-domain scenarios.

AI Nutrition Labels For Everyday Consumers & AI Agents: Travel + POC Grant

AI Nutrition Labels For Everyday Consumers & AI Agents: Travel + POC Grant

Machine God (documentary film)

Stage 2: pre-registered multi-agent value dynamics test; frontier agents; $1.5k

Gate proves agents engage coupled dynamics before grid spend. Publish-either-way: pass → theory confirmed; fail → clean negative; gate-fail → report.

Karma Ledger benchmark for Agent Governance

Open source, cross-framework benchmark for AI agents

Behavioral Observability for AI Systems in Production

A working infrastructure for auditing AI behavior without access to weights

LivingLoop: The Biological Computing Engine for AI

Forcing living networks of brain cells to act as a self-organizing, ultra-efficient computational substrate that bypasses the GPU scaling trap.

A Pilot for AI-Ready & Biosurveillance-Ready Health Data Infrastructure

AI Safety Atlas: a searchable directory of everyone in AI safety

A fast, comprehensive directory of the people and orgs in AI safety: search, filter, and match.

EA Israel Annual Impact Summit 2027

A full-day for ~250 professionals to EA ideas and high-impact careers.

Building a Global AI Governance & Safety Layer.

One year of bootstrapped development, four patent filings, seeking support to continue.

Systems for Good

EMILIA Protocol: open authorization receipts for irreversible AI-agent actions

Open, formally-verified proof of which named human approved an irreversible AI-agent action before it ran — so the model isn't the crumple zone.

exist. — measuring and preventing identity drift in generative AI

A governance layer that lets a person refuse AI output that drifts from who they are — and measures the drift. Validated on one case; now scaling to many.

Retroactive: Every Contact Leaves a Trace, a completed interpretability study

A user's engagement style leaves a measurable signature in a language model's attribution graphs. This ask reimburses the completed study's costs.