https://rocpai-forge.github.io/en/tags/physical-ai/Recent content in Physical AI on rocPAI-ForgeHugoenThu, 10 Sep 2026 00:00:00 +0000https://rocpai-forge.github.io/en/posts/amd-4dgs-series-01/Thu, 10 Sep 2026 00:00:00 +0000https://rocpai-forge.github.io/en/posts/amd-4dgs-series-01/<h2 id="a-dynamic-world-representation-for-physical-ai">A dynamic-world representation for Physical AI</h2> <p>Physical AI is not only about generating pixels; it is about sensing, reconstructing, and querying a changing real world. Conventional 4DGS commonly starts from synchronized, calibrated multi-view video. This article explores a lower-capture-barrier path: start from monocular video, synthesize synchronized multi-view observations with a 4D video-generation model, and build a queryable 4DGS representation of the dynamic world.</p> <p>Within rocPAI-Forge’s Physical AI direction, this pipeline is a <strong>dynamic visual layer</strong>:</p>