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The Error Landscape

This video presents the same text shown beside it, spoken and on screen. It adds nothing the text does not say.

State

Training a smooth machine is walking on a landscape: the knob settings are a position, the total error is the altitude, and learning is descending.

Show

One knob makes the landscape a curve; a million make terrain no one can picture — the walking rule is unchanged.

Watch for

The picture is exact, not metaphor — every training step is a step on this ground.