Supplementing artificial intelligence (AI) / machine learning (ML) models via action center, AI/ML model retraining hardware control, and AI/ML model settings management
US12124926B2 · kind B2 · utility
Assignee
Inventor
Key dates
| Filing date | Jan 22, 2021 |
| Grant date | Oct 22, 2024 |
| Priority date | — |
| Expiry date | Aug 14, 2043 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/044
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Supplementing artificial intelligence (AI)/machine learning (ML) models via an action center, providing AI/ML model retraining hardware control, and providing AI/ML model settings management are disclosed. AI/ML models may be deployed on hosting infrastructure where the AI/ML models can be called by robotic process automation (RPA) robots. When the performance of an AI/ML model falls below a threshold, the result of the AI/ML model prediction and other data is sent to an action center where a human reviews the data using a suitable application and approves the prediction or provides a correction if the prediction is wrong. This action center-approved result is then sent to the RPA robot to be used instead of the prediction from the AI/ML model.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.