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Bifrost4 min read

Your robot may be learning the world flipped

We found that the most widely used LIBERO training datasets store images that are horizontally mirrored relative to the simulated scene. Here is the history, the impact, and how Manifold catches this class of bug.

By BifrostBifrost Blog
Your robot may be learning the world flipped

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Originally published by Bifrost Blog on Sep 14, 2026.

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