Artificial intelligence sandbox for automating development of AI models
US12204565B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Sep 17, 2024 |
| Grant date | Jan 21, 2025 |
| Priority date | — |
| Expiry date | Sep 17, 2044 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F21/6245
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A system facilitates a process for automatically generating artificial intelligence (AI) models. The system receives a first natural language input from a user that includes a set of phrases and an instruction to analyze data associated with the set of phrases using an AI model. The system accesses a metadata graph to determine a node corresponding to the set of phrases, where nodes in the metadata graph indicate internal data objects stored in data silos. The system processes the internal data objects indicated by the determined node to generate a first set of application data. The AI model is applied to the first set of application data to generate one or more outputs. Additional user inputs can be received to modify the first set of application data and apply the AI model to the modified data, until a desired data pipeline for the model has been constructed.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.