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4 articles
  1. Industrial Adoption & Value Chain

    [Pillar] Humanoid Robot BOM Cost Teardown: Key Subsystems Determining the $20,000 Mass-Production Threshold

    Industrial engineering breakdown of humanoid robot Bill of Materials (BOM) across rotary/linear actuators, precision reducers, 22-DoF …

  2. Humanoid & Robotics Systems

    [Pillar] Global Humanoid Platforms Compared: Tesla Optimus Gen3 vs. Figure 03 (Helix) vs. Electric Atlas

    Quantitative comparison of Tesla Optimus Gen3 (22-DoF hands), Figure 03 (Helix VLA), and Boston Dynamics Electric Atlas (TRI LBM & Gemini …

  3. Simulation & AI Compute Infra

    Edge GPU VRAM & TOPS Sizing Guide for On-Device VLA Robotics Models

    How to calculate memory bandwidth, KV cache overhead, and mixed-precision quantization requirements when deploying 3B–14B …

  4. Physical AI Models & Core Tech

    What Is Physical AI? A Complete Guide to Humanoid Robotics and World Models

    Explore the architecture of Physical AI, Generative World Models, Vision-Language-Action (VLA) pipelines, and Sim2Real training strategies …