Amazon patents tool for humans to tweak AI models interactively
Amazon describes a system that lets users see why an AI model made a specific prediction and choose how to improve it. The tool suggests ways to fix the model, and when a user picks an option, the system updates the model and saves the new version.
In the filing’s own words
An interactive interpretation session with respect to a first version of a machine learning model is initiated. In the session, indications of factors contributing to a prediction decision are provided, as well indications of candidate model enhancement actions. In response to received input, an enhancement action is implemented to obtain a second version of the model. The second version of the model is stored.
What exactly they claim (claim 1)
1.- 20. (canceled)
Facts
- Company
- Amazon (Amazon Technologies, Inc.)
- Official title
- ARTIFICIAL INTELLIGENCE SYSTEM PROVIDING INTERACTIVE MODEL INTERPRETATION AND ENHANCEMENT TOOLS
- Publication number
- US20260330260A1
- Application number
- 19370555
- Filed
- Oct 27, 2025
- Published
- Oct 22, 2026
- Inventors
- 4
- Claims
- 21
Classified under
G06N 5/04 Physics & computingG06F 16/285 Physics & computingG06N 20/00 Physics & computingMore from Amazon 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.