An official humanoid.guide publication
The brains are being rebuilt. Humanoid foundation models are shifting from VLAs to world models — and this 2026 report from humanoid.guide maps that turn, scores the 40 models that matter across ten capabilities, and puts dates on when generalist autonomy actually arrives.
Includes the Brain Score directory — all 40 foundation models rated 0–10 across ten capabilities.
What’s inside
The full arc — what world models are, who builds them, where the compute and the geopolitics sit, and what to do about it in 2026–2030.
The Brain Score
Humanoid.guide’s editorial 0–10 rating of every foundation model that matters — so you can compare them on the dimensions that decide deployment.
The Brain Score directory is included in full — every model, every capability, every score.
Key findings
What the report quantifies — a sample, fully cited.
Who it’s for
If your decisions depend on which robot intelligence wins, this report was written for you.
The Briefing
Hand-picked foundation-model and embodied-AI news from the humanoid.guide desk — the same signals we track for the report.
Shenzhen's DexForce trains humanoids in simulated workplaces with varied arm angles, table colours and objects, then transfers the skills to real machines, which CEO Jia Kui told Reuters beats collecting human demonstrations by hand. The company, which Reuters says raised a 1 billion yuan Series B at a valuation above 10 billion yuan, argues the approach could speed a broader robot-capability breakthrough.
NEURA Robotics has introduced Neuron AI, a multimodal foundation model that, according to NEURA, combines 3D vision, touch, audio, robot state, language and memory in a Perception-Language-Action architecture shared across five NEURA robot types. NEURA says it will demo the 4NE1 humanoid running an eleven-minute laundry sequence at NVIDIA GTC Berlin; it has not published benchmark results.
Amazon has launched Physical AI Toolchain on AWS, an open-source stack covering synthetic data, model training, simulation, edge deployment and continuous improvement, integrating NVIDIA Isaac Sim, Isaac GR00T and Cosmos. According to AWS, customers were spending too much engineering effort on infrastructure rather than innovation.
View the full Briefing archive →
Curated by humanoid.guide · Latest briefing: 17 Oct 2026 · Sources linked on each story.
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Map the shift from VLAs to world models — and get the playbook for the 2026–2030 window.
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