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Building a Real-Time Visual Evaluation Layer for Robotics Demos with Jev

The author prototyped a Visual Arena for robotics demos, uploading a RewardAI demo and building a real-time visual evaluation layer with Jev that tracks completion, stability, safety, recovery, and uncertainty over time rather than just success.

Tried to build a Visual Arena for robotics demos. I uploaded a @RewardAI_ demo and prototyped a real-time visual evaluation layer with Jev. Instead of asking only “Did it succeed?”, the system tracks completion, stability, safety, recovery, and uncertainty over time. Could

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