SEMANTIC CONSISTENCY OF EXPLANATIONS IN EXPLAINABLE ARTIFICIAL INTELLIGENCE APPLICATIONS
Patent №
US 11,769,080
Granted
2023-09-26
Filed 2022
Owner
KYNDRYL, INC.
Lab
—
AI components
5
ml · nlp · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
17865152
A computer-implemented method in accordance with one embodiment includes, in response to a submission of an input dataset to an artificially intelligent application, receiving an explanation from each module of the application. The modules are configured within the application in a serial sequence in which each module, upon receiving the input dataset and any input generated by an immediately preceding module of the serial sequence, generates output that is forwarded as input to a next module, if any, in the sequence. A determination is made that at least two of the received explanations are semantically inconsistent.
AI classification
Ownership
KYNDRYL, INC.
assignment · 641130939
Assignors
VENKATESWARAN, SREEKRISHNAN, PADHI, DEBASISHA, ASTHANA, SHUBHI, BHAMIDIPATY, ANURADHA, KUNDU, ASHISH
On an employer assignment, the assignors are typically the inventors.