Invention Publication
- Patent Title: ARTIFICIAL INTELLIGENCE DEVELOPMENT AND UPGRADING USING A NEURO-SYMBOLIC METAMODEL
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Application No.: US17557734Application Date: 2021-12-21
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Publication No.: US20230196063A1Publication Date: 2023-06-22
- Inventor: Hugo Latapie , Ozkan Kilic , Adam James Lawrence , Gaowen Liu , Andrew Albert Pletcher
- Applicant: Cisco Technology, Inc.
- Applicant Address: US CA San Jose
- Assignee: Cisco Technology, Inc.
- Current Assignee: Cisco Technology, Inc.
- Current Assignee Address: US CA San Jose
- Main IPC: G06N3/04
- IPC: G06N3/04
Abstract:
In one embodiment, a device obtains data regarding generation of an artificial intelligence model. The device analyzes the data using a neuro-symbolic metamodel, to match the data to one or more concepts of a knowledge graph of the neuro-symbolic metamodel. The device makes one or more inferences about the artificial intelligence model, by applying a semantic reasoning engine to the one or more concepts of the knowledge graph. The device causes, based on the one or more inferences, generation of a replacement artificial intelligence model for the artificial intelligence model.
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