Article
Can Predicted Dynamics Exist in the Physical World?
barakor
• • 2Barak Or PRO
barakor
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AI & ML interests
Physical AI
Recent Activity
reacted to theirpost with 🚀 25 days ago
Hi everyone,
I just published a new blog post from State16 about runtime integrity for Physical AI systems. The core question we explore is simple:
Can a predicted trajectory physically exist before it reaches the controller?
In many autonomous systems, a model can output a trajectory with a very high confidence score, but that trajectory may still violate basic physical constraints such as motion feasibility, velocity, acceleration, continuity, or interaction with the environment.
In our first paper and validation work, we tested this idea on LeRobot Push from Hugging Face. The goal is to detect physically inadmissible AI-generated behaviors before execution, especially in robotics and autonomous systems where a “confident” prediction is not enough.
Would be glad to get thoughts, feedback, and suggestions from the community.
Read here: https://huggingface.co/blog/barakor/can-predicted-dynamics-exist-in-the-physical-world
https://huggingface.co/STATE16 updated a collection 27 days ago
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Article
AI, Physical AI, World Models, VLA, VLM, and Other Terms We Should Stop Mixing Together
barakor
• • 2