Research

A Solution to LLM Nondeterminism Members Public

Presenting a new stable solution for nondeterminism in LLMs, with a video demo and API access for third-party validation.

Christopher Ford
Research
Our Head of Patent Strategy Evgeniy Usatov explains our novel iCon AI architecture to IMOL attendees

London Dispatch: Our Self-Evolving AI Goes to School Members Public

We did something rare in AI: unlocked open-ended self-supervised learning. From a lean start, the Neurys AI system taught itself school curricula, created subject experts and 1,024 tools, and kept improving. Here are the takeaways we shared at IMOL 2025.

Christopher Ford
Research

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