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.

Date of Patent:
Mar. 03, 2026

Filed:

May. 06, 2022
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Rajesh Kumar Saxena, Maharashtra, IN;

Harish Bharti, Pune, IN;

Rakesh Shinde, Pune, IN;

Sandeep Sukhija, Rajasthan, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2023.01); G06N 5/025 (2023.01); G06N 5/043 (2023.01);
U.S. Cl.
CPC ...
G06N 5/025 (2013.01); G06N 5/043 (2013.01);
Abstract

The continual retraining of Cognitive Bots ('CogBots') allows for the adaptation and evolution to ever changing environments. In this retraining process a CogBot response model continually searches the response space for potential responses in which it may shift. An approach for optimizing such retraining of CogBots may be presented herein. The approach may include receiving a prompt at a CogBot retraining framework. The approach may include analyzing the prompt and determining potential responses to the prompt. The approach may include generating a dialogue benchmark for each of the potential responses. The approach may further include generating a decision shift score for the prompt. Further, the approach may additionally include updating the CogBot retraining framework based on the generated decision shift score.


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