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T-720-ATAI-2018 Main
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T-720-ATAI-2018

Lecture Notes, W9: Autonomous-X: Predictability, Reliability, Explainability





Autonomous-X

Autonomy Implies that the machine “does it alone”.
Predictability Predictability is a desired feature of any useful AI.
An autonomous machine that is not predictable has severely limited utility.
Reliability Reliability is another desired feature of any useful AI.
An autonomous machine with low reliability has severely compromised utility.
Explainability Explainability is a third desired feature of any useful AI.
An autonomous machine whose actions cannot be explained also cannot be predicted.



Predictability



Reliability



Explainability




2018©K. R. Thórisson

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