The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Apr. 28, 2026
Filed:
Feb. 05, 2024
International Business Machines Corporation, Armonk, NY (US);
Jacob Thomas Covell, New York, NY (US);
Pranay Sakhrani, Clarksville, TN (US);
Elwood Jeff Hullinger, Salt Lake City, UT (US);
Monique Kamali, Great Neck, NY (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
Mechanisms are provided for real-time modification of an interaction with an artificial intelligence (AI) computer model based on detected real-time user passive responses to content generated by the AI computer model. Sensor(s) record dynamic passive user responses while a user consumes an output from the AI computer model. A machine learning (ML) trained computer model analyzes user response in real time to classify the user response with regard to different levels of comprehension by the user or user emotional states. The ML model assigns user scores corresponding to the plurality of predetermined classifications to a portion of the output and pauses generation of the output if a threshold is exceeded. In response to pausing, a prompt specific to the portion of the output and the classification of the user reaction is generated. The output generation by the AI computer model is resumed from the portion of the output, in response to processing the generated prompt.