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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
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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
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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

Coming Soon: A New Path to Human-Level Artificial Intelligence Members Public

Chariot Lab began with breakthroughs in parallel computing. Now, after years of R&D and a pivotal AI patent, we’re emerging from stealth to share what we’ve been building—and what’s coming next.

Alexey Lee
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