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One of the biggest hurdles in the development of humanoid robots is the amount of training data required. Teaching machines to act like humans require huge video data sets. Collecting that data is expensive, time-consuming and difficult to scale. This challenge slows progress towards making robots useful in everyday environments such as homes, hospitals, and offices.
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China launches a centre and trains more than 100 humanoid robots simultaneously

Vidar uses video to program the robot in 20 minutes using training methods. (Vider)
Vidar by Shengshu transforms humanoid robot training
Shengshu Technology has introduced Vidar. This short for video spreading for action reasoning. Instead of relying solely on physical world data for infinite time, Vidar generates a synthetic training environment from just a few real videos. By blending real data with AI-generated videos, Vidar makes training more efficient, scalable and affordable.

Vidar uses video to train robots to perform real-world tasks. (Vider)
How Vidar uses AI video to speed up robot training
Vidar works by separating perception from control. First, we'll learn from both real and synthetic videos using Shengshu's Vidu video models. Next, a task-independent system called any POS translates its knowledge into a robot's motor command. This modular setup allows for faster training and deployment on a wide range of robot types.
Unlike traditional methods where robots need to physically interact with the world and learn, Vidar can effectively simulate complex, realistic scenarios. Surprisingly, you need about 20 minutes of training data between 1/80 and 1/1200 of what the main models need. That efficiency allows robot training to be expanded to a level that has never been seen before.
Chinese tech companies share the secrets of robot training with the world

Replays and developments using video models of Vidar's real world. (Vider)
Actual application of Vidar in humanoid robots
Vidar is more than just a research tool. Its design means that the robot can quickly adapt to new tasks and environments. This allows you to unlock real-world applications of Elder Care, Home Assistance, Healthcare and Smart Manufacturing. By filling the gap between simulation and reality, Vidar places humanoid robots as practical helpers rather than as future concepts.
Humanoid robots perform medical procedures via remote control

Results of AnyPos-Atara using video replay to accomplish different manipulation tasks. (Vider)
What does this mean to you?
For consumers, Vidar brings the ideas of robot helpers at home and at work closer to reality. Instead of waiting decades for a robot to mature, scalable training can speed up deployment in everyday settings. This means that robots can help with chores, support elder care, and help in a healthcare environment faster than expected.
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Important takeouts in your cart
Vidar is a race milestone for practical humanoid robots. By blending limited real data and generated videos, Shengshu has created a smarter, faster way to train physical AI. This approach addresses cost, efficiency and scalability at once, addressing three factors that have long held robotics.
If you can help with daily tasks, do you welcome humanoid robots in your home, or do you still feel that the ideas are too futuristic? Write us a letter and let us know cyberguy.com.
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