AI directory
Foundation models, vision-language-action systems, perception stacks and the tooling behind embodied AI.
Robot Foundation ModelsSkild Brain
A robotics foundation model from Skild AI, founded in 2023 by researchers Deepak Pathak and Abhinav Gupta.
Robot Foundation ModelsOcto
A transformer-based diffusion policy pre-trained on 800,000 robot episodes from the Open X-Embodiment dataset.
Robot Foundation ModelsPhysical Intelligence π0.5
Keeps the π0 recipe — a vision-language-model backbone with a flow-matching action expert — but is built around generalization to new environments.
Robot Foundation ModelsFigure Helix
End-to-end vision-language-action model from Figure that runs entirely on the Figure 02 and Figure 03 humanoids. A dual-system architecture (System 2 ~7B VLM for reasoning, System 1 ~80M transformer for fast control) enables 35-DoF whole-upper-body control. Helix 02 (Jan 2026) extends to whole-body autonomy.
Robot Foundation ModelsGoogle RT-2
Vision-language-action model from Google DeepMind that co-fine-tunes large web-scale VLMs (PaLI-X, PaLM-E) with robot trajectory data. Robot actions are encoded as text tokens, allowing the model to inherit chain-of-thought reasoning and generalise to novel objects and instructions seen only on the internet.
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