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Notes on technology, engineering, and things I'm learning.

The Action Bottleneck

Aug 16, 2026

Why the action head memorizes where the vision head generalizes, why more data of the same shape cannot fix it, and why the metrics that scale are the ones that can lie. Five tested claims about missing information and memory.

embodied-airoboticsVLAscalingworld-models