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INTELLIGENT RESPONSES TO DATA REQUESTS

Application US20260080320A1 Kind: A1 Mar 19, 2026

Assignee

International Business Machines Corporation

Inventors

Gregory Frank Coppola, SANJEEV KUMAR VENKAT MARIMEKALA, Chris Dotson

Abstract

An embodiment includes generating, responsive to detecting a data request by a system, a response attribute by a machine learning model based on the data request wherein the machine learning model is trained on a historical attribute metric. The embodiment includes determining a validation metric corresponding to the machine learning model, wherein different machine learning models correspond to different validation metrics. The embodiment also includes deciding, by the system to modify the response attribute, by selecting the machine learning model with a greatest validation metric determined for the response attribute.

CPC Classifications

G06N 20/20

Filing Date

2024-09-16

Application No.

18886472