5 Things Made Possible by Continuous Learning in AI Paid Members Public
Current AI models plateau when problems get hard. Continuous learning unlocks adaptability, self-correction, and curiosity, the traits needed for human-level AI. Our architecture is paving the way.
Why Trust, Reliability, and Interpretability Matter in AI (Seriously) Paid Members Public
Enterprises can’t rely on fluent guesses. We outline why trust, reliability, and interpretability are non-negotiable in medicine, finance, law, robotics, and more, and make the case for a modular, self-verifying AI architecture that evolves safely.

Modularity Memo: Self-Evolving AI, Safe Scaling, and Why LLMs Won't Cut it Paid Members Public
From self-evolving AI that masters a school corpus to fresh research on safety and interpretability, the humanity.ai team is pushing modular AI forward. Catch our IMOL debut, conference submissions, and top industry takeaways.
Opportunities to Work with humanity.ai Paid 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.
NO IFs, Just Speed: Meet FIONa, the Math Engine Behind Our Modular AI Paid 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.
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 Problem ChatGPT Can't (Plus: Epic Tower of Hanoi Solution) Paid 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, all locally on a Mac mini.

DisNet Explained: Smarter Communication for Smarter AI Paid 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.