ClauseHound

Indus AI Node

BeOriginal.id Before You Click. Before You Scan. Before They Steal.

Open infrastructure helping anyone detect malicious links, fake QR codes and brand impersonation before becoming a victim.

Individuation without Objectives — measuring how identity forms without goals

Honest evals and provenance for AI-agent memory

An open test of whether AI-agent memory systems spread false claims, plus a provenance spec so an agent's memory can be audited, corrected, and forgotten.

Emotion as Attack Surface and Monitoring Signal in Thinking Models

Physics verification for AI-generated hardware designs

A model already designed a 44-piece engine inside the verify loop. This funds measuring how reliably it does that, and scaling to harder machines.

Pax Machina

A publication about the institutions we need for powerful AI.

Making sure that the code AI pushes to the internet is safe and bug-free

Building LemmaScript, a verification toolchain for TypeScript

Finding and Defending the Attention Circuits That Make LLMs Jailbreakable

Mapping the attention heads that push LLMs toward refusal vs. compliance, and building an inference-time defense against both single- and multi-turn jailbreaks.

Travel grant to attend HAAISS Prague 2026

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.

Beyond Asymmetric Control: Bypassing Systemic Friction in AI Alignment via

Ontoresonant Feedback Loops

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.

ast-guard: Deterministic Reward Hacking Detection - Paper & Control Experiments

A deterministic, non-differentiable detector caught structural reward hacking at 0 FP and revealed measurable strategy migration in a 7B RL model. Paper next.

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

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

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

Making Secure, Local AI Agents to Investigate Cybercrime, Sex Crime, etc.

Local AI agents that help agencies analyze data and be compliant with data protocols, all while investigating cybercrime to sex offender violations.

Calyx: an open-source association-native engine for grounded, falsifiable AI

Measure meaning as grounded associations — and prove, before training, whether a system carries enough information to be trusted in a domain.

Deadlink: makes a fleet of drones work as one swarm and finish the mission

One operator runs a swarm that coordinates itself, divides the work, and keeps going when a drone fails mid-flight. Drones first, every autonomous fleet next.

Testing Endogenous Reconstruction in a Distributed Sensorimotor Architecture

Can a Distributed Sensorimotor System Reconstruct Without External Stimulus?