How JD’s JoyStreamer Achieves Smooth Long‑Form, Free‑Form Digital Human Live Streams

The article details how JD’s JoyStreamer and JoyStreamer‑Flash models overcome text‑control weakness, multimodal conflict, and identity drift to enable long‑duration, free‑state, real‑time interactive digital‑human video generation, surpassing current SOTA models in benchmark scores and reaching 30 FPS inference speed for e‑commerce live streaming.

JoyStreamerReal-time Streamingdigital human

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How JD’s JoyStreamer Achieves Smooth Long‑Form, Free‑Form Digital Human Live Streams

Xiaomi Tech

Mar 2, 2026 · Artificial Intelligence

How Xiaomi’s Tactile‑Enabled Robot Graduates from Lab to Automotive Assembly Line

The article details Xiaomi Robotics' transition of its VLA‑based robot with TacRefineNet tactile perception from laboratory experiments to a real automotive factory, achieving a 90.2% dual‑side success rate over three hours while meeting a 76‑second production cycle, and explains the end‑to‑end data‑driven control, multimodal sensing, whole‑body motion strategy, failure cases, and open resources.

TacRefineNetVLA modelXiaomi Robotics

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How Xiaomi’s Tactile‑Enabled Robot Graduates from Lab to Automotive Assembly Line