Samsung patents system that checks AI suggestions against real-world facts
This filing describes a method where a device uses machine learning to suggest tasks based on your current context and data. Before showing these suggestions, the system checks them against external reference data to ensure they are accurate and relevant.
In the filing’s own words
A method includes obtaining data inputs and context information. The method also includes proactively generating multiple actions based on the data inputs and the context information using one or more machine learning models. The method further includes obtaining reference data relevant to the context information. The method also includes verifying the multiple actions using the reference data. The method further includes identifying one or more selectable actions from the multiple actions. The method also includes generating one or more actionable task recommendations based on the one or more selectable actions. In addition, the method includes initiating presentation of the one or more actionable task recommendations on a display.
What exactly they claim (claim 1)
1. A method comprising: obtaining, by at least one processing device of an electronic device, data inputs and context information; proactively generating, by the at least one processing device, multiple actions using one or more machine learning models; obtaining, by the at least one processing device, reference data relevant to the data inputs and the context information; verifying, by the at least one processing device, the multiple actions using the reference data; identifying, by the at least one processing device, one or more selectable actions from the multiple actions; generating, by the at least one processing device, one or more actionable task recommendations based on the one or more selectable actions; and initiating, by the at least one processing device, presentation of the one or more actionable task recommendations on a display.
Facts
- Company
- Samsung (Samsung Electronics Co., Ltd.)
- Official title
- USER KNOWLEDGE AND DATA GROUNDING FOR PROACTIVE PERSONALIZED ACTION RECOMMENDATIONS
- Publication number
- US20260320033A1
- Application number
- 19390161
- Filed
- Nov 14, 2025
- Published
- Oct 15, 2026
- Inventors
- 4
- Claims
- 20
Classified under
G06F 16/242 Physics & computingG06F 16/24578 Physics & computingG06F 16/248 Physics & computingMore from Samsung in AI & software
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Summaries are simplified from the filing’s own abstract and first claim. A patent filing is not a product announcement.
Patent data and drawings: U.S. Patent and Trademark Office (USPTO). Nebula is not affiliated with or endorsed by the USPTO.