Dynamic Selection of AI Computer Models to Reduce Costs and Maximize User Experience
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United States of America Patent
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Issued Date -
Mar 27, 2025
app pub date -
Sep 21, 2023
filing date -
Sep 21, 2023
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Abstract
Mechanisms are provided for selecting an artificial intelligence (AI) computer model for processing an input. The mechanisms generate a distribution of characteristics of previous input data processed by the data processing system. The mechanisms receive current input data and compare characteristics of the current input data to the distribution to generate a measure of similarity. An AI computer model selection engine processes the measure of similarity to select an AI computer model from a plurality of different AI computer models. The processing of the measure of similarity includes evaluation of the measure of similarity relative to one or more threshold values. The current input data is processed by the selected AI computer model to generate a result of processing the current input data.
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