Modularity Memo: Self-Learning, Hallucination Mitigation, New Benchmark Scores & More Paid 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.
humanity.ai Solves Problems ChatGPT and Claude Can't (Plus: Epic Tower of Hanoi Solution) Paid 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.
Humanity A1 Teaches Itself in New Gesture Demo Paid 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.
Modularity Memo: Real-Time Learning, Social Mapping, Making Moves & More Paid 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.
Watch Humanity-A1 Learn New Skills and Build a Social Graph Paid Members Public
Watch Humanity-A1 run three AI models concurrently—offline—on a 24GB Mac Mini. This demo showcases modular AI, real-time learning, and verifiable social graph building with just 16B params.