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Artificial Intelligence / Unit 8   AI 0452 short lesson, about 20 seconds

Gentle Bends

Captions available

The idea

The threshold's flat yes-or-no starves deep training — a buried knob can nudge without any verdict flipping — so modern stacks use sloped bends whose output moves by degrees.

In practice

One bend squashes scores into confidence between 0 and 1; the workhorse passes positives through and zeroes negatives.

Where people slip

With degrees, "warmer" and "colder" exist — the property everything downstream depends on.

Your place on the trail

Every lesson rests on earlier ones and opens later ones. Tap any to jump.

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