Generation and management of an artificial intelligence (AI) model documentation throughout its life cycle

A method for automatically generating documentation for an artificial intelligence model includes receiving, by a computing device, an artificial intelligence model. The computing device accesses a model facts policy that indicates data to be collected for artificial intelligence models. The computi...

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Bibliographische Detailangaben
Hauptverfasser:	Tsay, Jason, Kannan, Kalapriya, El Maghraoui, Kaoutar, Hind, Michael, Varshney, Kush R, Piorkowski, David J, Richards, John T, Raghavendra, Ramya, Mehta, Sameep, Mojsilovic, Aleksandra, Reimer, Darrell C, Houde, Stephanie, Kesarwani, Manish, Arnold, Matthew R, Bellamy, Rachel K. E
Format:	Patent
Sprache:	eng
Schlagworte:	CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING ELECTRIC DIGITAL DATA PROCESSING PHYSICS
Online-Zugang:	Volltext bestellen
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Beschreibung
Zusammenfassung:	A method for automatically generating documentation for an artificial intelligence model includes receiving, by a computing device, an artificial intelligence model. The computing device accesses a model facts policy that indicates data to be collected for artificial intelligence models. The computing device collects artificial intelligence model facts regarding the artificial intelligence model according to the model facts policy. The computing device accesses a factsheet template. The factsheet template provides a schema for an artificial intelligence model factsheet for the artificial intelligence model. The computing device populates the artificial intelligence model factsheet using the factsheet template with the artificial intelligence model facts related to the artificial intelligence model.