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The Interactions API is now generally available. We recommend using this API for access to all the latest features and models.
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Feedback
Inline Preference Voting
In Google AI Studio, you might occasionally see a side-by-side comparison of two
different responses to your prompt. This is part of our Inline Preference Voting
system. You'll be asked to choose which response you prefer. This helps us
understand which model outputs users find most helpful.
Why are we doing this?
We're constantly working to improve our AI models and services. Your feedback
through Inline Preference Voting helps us provide, improve, and develop Google
products and services and machine learning technologies, including Google's
enterprise features, products and services, consistent with the
Gemini API Additional Terms of Service and
Privacy Policy.
What data is included in Feedback?
To make informed decisions about our models, we collect certain data when you
participate in Inline Preference Voting:
Prompts and Responses: We record all prompts and responses, including any
uploaded content, in the conversation you submitted feedback about. We also
record the two response options that you selected from. This helps us
understand the context of your preference.
Your Vote: We record which response you preferred. This is the core of the
feedback we're collecting.
Usage Details: This includes information about which model generated the
response and other technical and operational details about your usage of this
feature.
Your Privacy
We take your privacy seriously. Google takes steps to protect your privacy as
part of this process. This includes disconnecting this data from your Google
Account, API key, and Cloud project before reviewers see or annotate it. Do
not submit feedback on conversations that include sensitive, confidential, or
personal information.
Opting Out
You'll have the option to skip the Inline Preference Voting when it appears.
Thank you for helping us improve Google AI Studio!
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Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2026-04-28 UTC.
Need to tell us more?
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2026-04-28 UTC."],[],[]]
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