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VLA12 min read

Why VLA Policies Fail: Common Failure Modes In Simulation

VLA policies fail by grabbing the wrong object, missing grasps, closing on air, stalling and not recovering, and they get worse when cameras, layouts or wording change.

By BifrostBifrost Blog

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Originally published by Bifrost Blog on Oct 6, 2026.

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