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US 2026/0093371 A1Published application
Detection of user state in artificial intelligence systems
AssigneeMicrosoft Technology Licensing, LLC
InventorEdwin James GALE
Life of this patent
Estimating the term…
Abstract
Responses by an a artificial intelligence (AI) model are generated based on affective states of the user. In response to receiving a user input, content of the user input is analyzed and an affective state of the user is determined. The affective state is analyzed using a dual model comparison. A response is rendered based on the determined affective state.
Claims20
A system comprising:
- one or more data processing units;
- and
- a computer-readable medium having encoded thereon computer-executable instructions to cause the one or more data processing units to perform operations comprising:
- rendering a user interface (UI) on a device communicatively coupled to the system;
- receiving an indication that an input has been received from the user via the UI;
- in response to receiving the indication, causing an artificial intelligence (AI) model to analyze content of the input and determine an affective state of the user;
- wherein the affective state is determined using a dual model comparison;
- and
- rendering, on the UI, a response based on the determined affective state.
6 more elements
A computer-implemented method for generating responses based on affective states, the method comprising:
- rendering a user interface (UI) on a device communicatively coupled to a computing system;
- receiving an indication that an input has been received from the user via the UI;
- in response to receiving the indication, causing an artificial intelligence (AI) model to analyze content of the input and determine an affective state of the user;
- wherein the affective state is determined using a dual model comparison;
- and
- rendering, on the UI, a response based on the determined affective state.
3 more elements
A system comprising:
- means for rendering a user interface (UI) on a device communicatively coupled to the system;
- means for receiving an indication that an input has been received from the user via the UI;
- means for in response to receiving the indication, causing an artificial intelligence (AI) model to analyze content of the input and determine an affective state of the user;
- wherein the affective state is determined using a dual model comparison;
- and
- means for rendering, on the UI, a response based on the determined affective state.
3 more elements
Dependencies are inferred from the claim text.