Diamond Engine: Contextual Attention Perturbation for Intentional Hallucination

"Inducing context-driven chaos during inference to unlock non-linear token pathways, resolved through autonomous semantic homeostasis."

Hardware Termination Paradigm Shift: The Rogue Agent Arrest Latency Standard

Physical, hardware-enforced AI governance using asynchronous asymmetric substrates to deterministically arrest rogue agentic drift at the execution layer.

ClauseHound

Indus AI Node

How Then Shall We Live? Meaning in the Age of AI

An intimate one-day summit bringing together faith leaders and those building AI to discuss meaning-making in the AI age.

AI & The City: Tiktok Street Interviews

An AI social media project from a diverse content creator who has accumulated over 100k followers on 2 separate accounts

proofbundle — a security audit for offline-verifiable AI-eval receipts

Fund an independent security review of the tiny cryptographic core that lets anyone verify an AI-evaluation result offline.

Movement-building to make AGI go well

Sapiens First organizes voters to fight concentration of power and for AI safety

Core funding for PauseAI UK

Staff salaries and other core expenditures for PauseAI UK

Pax Machina

A publication about the institutions we need for powerful AI.

AI Safety YouTube Channel

A Veritasium for AI Safety.

Imbas: the inspection layer for AI answers

A live Reader that inspects what AI answers surfaced, missed, and shaped, turning each run into a record for a future inspection agent.

Transportation Support for HAAISS Prague 2026

Beyond Asymmetric Control: Bypassing Systemic Friction in AI Alignment via

Ontoresonant Feedback Loops

Aggi: A transmissible standard for building local detectors of AI's hidden steer

A seed spec any model grows into a tool that makes a tuned model's undisclosed steering legible on the user's own hardware — decentralized oversight.

mirror - the sub-Turing compiler for local, decidable inference

Mirror is a programming language written BY AI FOR AI and written FOR HUMANS BY HUMANS.

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

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

Taiwan AI Governance Forum: Bi-Weekly Report on Industrial AI

AI governance for Taiwan's manufacturers — 7,224 active members outside every major governance conversation

GroundGate,external gate + benchmark for confident-but-wrong AI actions

Internal confidence fails at scale. A model-independent runtime gate + reproducible cross-vendor benchmark for confident-but-wrong AI actions.

Restoring Structure, Human Agency, and Sovereign Truth to the Scaling Enterprise

Pre-seed Startup focusing on AI Ethics, Governance and Safety

Artificial Intent — can we even tell?"

▎ An independent open-weight multi-agent lab investigating machine intent by behaviour and mechanism — not self-report — from outside the labs' fog.