Patent · US Active

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

US11263188B2 · kind B2 · utility

2Cited by

4References

20Claims

0Family size

Assignee

International Business Machines Corporation · US

Inventors

Matthew R. Arnold · Ossining, US
Rachel K. E. Bellamy · Bedford, US
Kaoutar El Maghraoui · Yorktown Heights, US
Michael Hind · Whitehall Corners, US
Stephanie Houde · Cambridge, US
Kalapriya Kannan · Kanchinakote, IN
Sameep Mehta · Bengaluru, IN
Aleksandra Mojsilovic · New York, US
Ramya Raghavendra · White Plains, US
Darrell C. Reimer · Tarrytown, US
John T. Richards · Honeoye Falls, US
David John Piorkowski · White Plains, US
Jason Tsay · White Plains, US
Kush R. Varshney · Ossining, US
Manish Kesarwani · Bengaluru, IN

Key dates

Filing date	Nov 1, 2019
Grant date	Mar 1, 2022
Priority date	—
Expiry date	Aug 20, 2040

Classification

Technology area (CPC G)Physics
CPC primaryG06N20/00
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

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.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.