Explainable AI is an essential component of a "Human AI", i.e., an AI that expands human experience, instead of replacing it. It will be impossible to gain the trust of people in AI tools that make crucial decisions in an opaque way without explaining the rationale followed, especially in areas where we do not want to completely delegate decisions to machines.
The AI black box explanation problem
Guidotti R;Monreale A;Pedreschi D
2019
Abstract
Explainable AI is an essential component of a "Human AI", i.e., an AI that expands human experience, instead of replacing it. It will be impossible to gain the trust of people in AI tools that make crucial decisions in an opaque way without explaining the rationale followed, especially in areas where we do not want to completely delegate decisions to machines.File in questo prodotto:
| File | Dimensione | Formato | |
|---|---|---|---|
|
prod_417421-doc_150641.pdf
accesso aperto
Descrizione: The AI black box explanation problem
Tipologia:
Versione Editoriale (PDF)
Dimensione
530.1 kB
Formato
Adobe PDF
|
530.1 kB | Adobe PDF | Visualizza/Apri |
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
