• MODEL
  • DATA
  • HUMAN
  • USER

How to improve detection accuracy with your AI

Connect GPTZero to your agent to flag incorrect predictions. Your feedback goes directly into the model training loop to sharpen future results.

Ask AI about this page

Short answer

How can I make my AI detection more accurate?

You tell your agent when a prediction is wrong. It uses the feedback tool to send those specific corrections to GPTZero, which helps the model learn from its mistakes. You'll get more reliable results as the model adapts to your specific writing samples.

The outcomes.

Where your feedback lands.

Every correction you provide helps the model understand the nuances of human versus machine writing.

MODEL

Refined detection

The submit_prediction_feedback tool sends your corrections to the model. This helps the underlying engine learn from specific edge cases.

DATA

Better training sets

Your corrections act as high-quality training data. This improves the model's ability to distinguish between different writing styles.

HUMAN

Manual review needed

The AI cannot decide if a prediction is right or wrong on its own. You must review the output and decide if the feedback is necessary.

USER

Reduced false positives

As the model learns from your input, you'll see fewer incorrect flags on human-written text. This makes your workflow more reliable.

The workflow

What your AI does when a prediction is wrong.

The AI handles the technical submission so you can focus on reviewing the text.

  1. Identify errors

    You look over the AI-generated detection score and decide if it missed the mark. You identify exactly which part of the text was misclassified.

    submit_prediction_feedback

  2. Submit correction

    Your agent takes your reasoning and the specific prediction data. It packages this into a formal feedback entry.

    submit_prediction_feedback

  3. Update model

    The feedback is sent to the GPTZero engine. This data is used to adjust the weights of the detection algorithm.

    submit_prediction_feedback

  4. Verify improvement

    You continue analyzing new text. Over time, the model's accuracy on similar writing styles increases.

    submit_prediction_feedback

Try it

Copy these to start.

Use these prompts to trigger the feedback process.

Starting points

These are starting lines. Swap out the bracketed text with your actual text or specific prediction IDs.

GPTZero Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_Y0bXy1KzXoResEbnjX7cvEDgsbjGgKLkQUAoqZai/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — GPTZero capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "gptzero-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Y0bXy1KzXoResEbnjX7cvEDgsbjGgKLkQUAoqZai/mcp"
    }
  }
}
Copy into chat04

  • This prediction for the essay in my Google Doc is wrong. Submit feedback to GPTZero.

  • The AI flagged this email as machine-written, but it's actually mine. Send this correction to GPTZero.

  • I've noticed a pattern of false positives in this recent batch of student papers. Help me submit feedback for these specific IDs.

  • The detection score for this paragraph is too high. Use the feedback tool to correct this prediction.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect GPTZero once, then ask.

Just link your account once. Your credentials stay encrypted, and you can immediately start asking your agent to fix detection errors.

Connect GPTZero to your AI

FAQ

How this task behaves.

  • 01

    Can the AI fix the prediction itself?

    No. The AI cannot change its own detection logic. It can only submit your feedback to the model so the developers can improve it.

  • 02

    Will this change my current results immediately?

    No. The feedback is used for model training. Improvements happen as the model is updated with the new data you provide.

  • 03

    Does the AI delete my original text?

    No. The tool only sends feedback about the prediction, not the content itself.

  • 04

    Can I submit feedback for multiple predictions at once?

    Yes, you can instruct your agent to process a list of incorrect predictions using the feedback tool.

  • 05

    Do I need to use the GPTZero website to do this?

    No. Once connected, you do everything through your AI client.

  • More questions about GPTZero? See everything the GPTZero Connector can do

Connect GPTZero to Claude, Cursor, ChatGPT & more