Researchers Submit Patent Application, 'Systems And Methods For Generating Impro ved Process Management Using A Bifurcated Model To Generate Synthetic Sets Of Pr ocessing Steps', for Approval (USPTO 20240193465)
Researchers Submit Patent Application, 'Systems And Methods For Generating Impro ved Process Management Using A Bifurcated Model To Generate Synthetic Sets Of Pr ocessing Steps', for Approval (USPTO 20240193465)
News editors obtained the following quote from the background information suppli ed by the inventors: “Machine learning models and artificial intelligence have b een adapted to improve many everyday processes that require human intelligence. The greatest advantage to utilizing artificial intelligence (e.g., machine learn ing, deep learning, etc.) is the ability to quickly process data and swiftly mak e determinations. However, despite the increased speed and accuracy of machine l earning models, some technical problems limit their ability to be applied for pr actical applications. One major technical problem is that machine learning model s may exhibit bias in the determinations that they make due to a lack of high-qu ality training data or poorly fitted model parameters. This problem is further e xacerbated in data-sparse environments. This technical problem creates an issue when using artificial intelligence for practical applications such as those rela ted to generating improved processing pathways.”
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