GENERATION AND MANAGEMENT OF AN ARTIFICIAL INTELLIGENCE (AI) MODEL DOCUMENTATION THROUGHOUT ITS LIFE CYCLE

Patent №

US 11,263,188

Granted

2022-03-01

Filed 2019

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16672312

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.

AI classification

Planning1.00
AI hardware1.00
Knowledge representation1.00
Natural language1.00
Machine learning1.00
Speech0.00
Vision0.00
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 509130190

Assignors

ARNOLD, MATTHEW R., BELLAMY, RACHEL K.E., EL MAGHRAOUI, KAOUTAR, HIND, MICHAEL, HOUDE, STEPHANIE, MEHTA, SAMEEP, RICHARDS, JOHN T., PIORKOWSKI, DAVID J., TSAY, JASON, VARSHNEY, KUSH R., KESARWANI, MANISH

On an employer assignment, the assignors are typically the inventors.

From the same owner

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