Opportunities to Work with humanity.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

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

humanity.ai Solves Problem ChatGPT Can't (Plus: Epic Tower of Hanoi Solution) Members Public

See our modular AI system outperform GPT-4o: nails tricky letter counts, spawns new experts on demand, and solves a 20-disc Tower of Hanoi, all in one take. Modular, self-evolving intelligence starts here.

Christopher Ford
Demos
DisNet diagram

DisNet Explained: The Protocol Behind Distributed Reasoning Members Public

DisNet is our lightweight protocol for distributed reasoning: tiny stateless messages let dozens of specialized AI experts collaborate in real time across edge or cloud, rerouting tasks instantly when nodes fail.

Ilya Smolyaninov
Tech Deep-Dives

Humanity A1 Teaches Itself in New Gesture Demo Members Public

Watch Humanity A1 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

New Benchmark Results: iCon Modular AI Hits Top Scores Members Public

humanity.ai's modular AI beats leading models on key benchmarks, delivering superior reasoning with 300B parameters, all running on MacBooks, not datacenters. Hardware-efficient, private, and fully scalable.

Alexey Lee
Benchmarks