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Planning in a Forward pass

gauge /ɡeɪdʒ/ noun & verb
n. an instrument for measuring magnitude or state.
n. a standard against which others are judged.
v. to estimate, to determine exactly.

We build agents that learn to plan. The planning lives in the model itself: a single forward pass, self-supervised, learned from observation rather than demonstration. No search at test time. No expert to imitate.