Artificial Intelligence / AI 0460 · Atom · ~20 seconds
The Last Readable Knobs
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State
A trained deep network's theory of its task is written in millions of coupled knobs and cannot be read — verification shifts from reading machines to testing behavior.
Show
The melon machine said yellowness, three to one; a deep stack's knowledge lives in no readable clump of knobs.
Watch for
Remember the perceptron's courtesy — audit, contest, check — pricing its loss keeps the next units honest.