Awareness-conditioned emergent misalignment

Does harmful fine-tuning data cause broad misalignment only when the model already recognises the target behaviour as a norm violation?

The Sanctuary Solidarity Project

Strengthening the capacity of under-resourced B.I.P.O.C.-led animal rescues.

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.

Vibing build: AI Hardware Orchestration

AI infrastructure for turning natural language hardware ideas into manufacturable devices

Cross-provider audit of LLM-mediated market mechanisms

Small API budget to test whether semantic reporting failures in an OpenAI-validated VCG market simulation replicate across Claude and Gemini.

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.

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

Testing a new superconductivity theory: 4 experiments to make better future

Falcon Fund

A new fund for animal welfare, AI-pilled

Making AI Labs Accountable: Private Law Lessons from Commercial Space

Designing liability, insurance and fiduciary mechanisms for frontier AI using commercial space law as a structurally precise comparative framework

Agentic Systems Framework/Theory

First-principles theory of the adaptive feedback loop — one structural account governing Kalman filters, RL agents, software teams, and frontier LLMs alike.

Meridian Eval: a public benchmark for tool-routing failures in LLM agents

Make "which tool did the agent pick, and why?" an inspectable artifact instead of a vector lookup.

Via Lattea: AI Safety Campaign Capacity for Southern Europe

Building the missing public-mobilisation layer for AI safety in Italy and Southern Europe, starting with autonomous weapons and youth AI literacy.

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.

ICSAC: AI-Assisted Peer Review for Independent Researchers

An ORCID-gated submission pipeline where a multi-model AI panel plus quality-control layer delivers rigorous peer review without institutional gatekeeping.

Lyptus Research: Bridge Funding

An early-stage AI safety research group based in Sydney, Australia

Modeling AI competition dynamics for better governance

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

Valence Engineering: a circuit-level science of human suffering

Stage 0 bridge for a focused-ultrasound research program targeting the neural architecture that maintains chronic suffering.

African Livestock AI Evals: Benchmarking LLMs on Nigerian Agricultural Knowledge

The first AI safety evaluation benchmark for Nigerian indigenous livestock systems testing whether frontier models are safe to deploy in African food systems.