Opportunities to Work with Neurys AI Members Public

We're opening our doors to researchers, engineers, advisors and visionary design partners. Shape our self-evolving modular AI, access GPUs & robotics, co-author papers and deploy real-world solutions with us.

Christopher Ford
News

NO IFs, Just Speed: Meet FIONa, the Math Engine Behind Our Modular AI Members Public

FIONa (“NO IF” backwards) turns slow, branchy if–then–else code into pure math, unlocking faster, parallel execution on any hardware. It powers iCon’s modular AI, enabling speed, efficiency, and hardware-agnostic performance from laptops to edge devices.

Ilya Smolyaninov
Tech Deep-Dives

Modularity Memo: Self-Learning, Hallucination Mitigation, New Benchmark Scores & More Members Public

Two weeks, two demos, one giant leap: our modular AI learns gestures, spawns fresh experts, and beats GPT-4o. Dig into the latest results, new research for AAAI 2026, and our open PhD fellowship.

Christopher Ford
News
Self-evolving modular AI beats ChatGPT and teaches itself a game

Neurys AI Solves Problems ChatGPT and Claude Can't (Plus: Epic Tower of Hanoi Solution) Members Public

See our modular AI system outperform GPT-4o and Claude 3.7: nails tricky letter counts, spawns new experts on demand, and solves a 20-disc Tower of Hanoi, all in one take, all locally on a Mac mini.

Christopher Ford
Demos
DisNet diagram

DisNet Explained: Smarter Communication for Smarter AI Members Public

DisNet is the communication backbone of our iCon modular AI. It links experts, shares context, and orchestrates distributed execution. It’s how our AI scales seamlessly across devices, enabling faster, smarter, and more reliable reasoning anywhere.

Ilya Smolyaninov
Tech Deep-Dives

Our AI Teaches Itself in New Gesture Demo Members Public

Watch our AI system learn gesture recognition from scratch. In one live session it spawns a new expert, grabs a Kaggle dataset, trains on a 24 GB Mac Mini, and deploys the skill, showing the power of self-teaching modular AI.

Christopher Ford
Demos

Modularity Memo: Real-Time Learning, Social Mapping, Making Moves & More Members Public

Dive into our latest demo videos on real-time skill learning and social mapping via facial recognition, plus the latest self-learning AI results from our research team. Also: PhD opportunities, our CEO meets with Kai-Fu Lee, and a poll on X.

Christopher Ford
News

Why Modularity is the Missing Key to Human-Level Artificial Intelligence Members Public

humanity.ai’s iCon architecture is reimagining AI as a modular, open system, where intelligence evolves one expert at a time. It’s efficient, verifiable, and runs on everyday devices.

Alexey Lee
Research