> ## Documentation Index
> Fetch the complete documentation index at: https://docs.k16solutions.com/llms.txt
> Use this file to discover all available pages before exploring further.

# AI Detection overview

> Use K16 AI Detection reports to identify submissions that need informed human review.

K16 AI Detection brings institution, course, student, and submission reporting into one workflow. Use it to prioritize review. Do not use a classification or score as the only basis for an academic-integrity decision.

<Warning>
  AI Detection results are probabilistic signals, not proof of authorship or misconduct. Apply your
  institution's policy and review the original work, assignment context, and other relevant
  evidence.
</Warning>

## What you can review

<CardGroup cols={2}>
  <Card title="Institution dashboard" icon="chart-line" href="/ai-detection/dashboard">
    Explore aggregate metrics, filters, student summaries, and course summaries.
  </Card>

  <Card title="Course reports" icon="book-open" href="/ai-detection/course-reports">
    Review submissions within one course and open results that need attention.
  </Card>

  <Card title="Submission results" icon="file-lines" href="/ai-detection/submission-results">
    Compare the overall classification with sentence-level detection.
  </Card>

  <Card title="Interpret results" icon="scale-balanced" href="/ai-detection/interpret-results-and-faq">
    Use a consistent, human-centered review process.
  </Card>
</CardGroup>

## How reporting fits together

<Steps>
  <Step title="Start with aggregate patterns">
    Use the dashboard to narrow by the filters available in your workbook.
  </Step>

  <Step title="Open a course or student summary">
    Identify the specific submissions behind an aggregate result.
  </Step>

  <Step title="Review the submission">
    Compare its classification and overall score with sentence-level highlighting and the submitted
    text.
  </Step>

  <Step title="Apply human judgment">
    Consider the assignment, writing history, permitted tools, accessibility needs, and
    institutional process.
  </Step>
</Steps>

## Classification vocabulary

Reports can classify a processed submission as:

* **AI Only**
* **Mixed**
* **Human Only**

The report can also show an overall AI confidence or probability and sentence-level highlighting. These signals answer related but different questions, so they may not align perfectly.

<Note>
  AI Detection reporting is available only in configured workspaces and to people with reporting
  access. If **AI Detection Dashboard** is missing, ask your K16 administrator to confirm both.
</Note>

Continue with [Get started with AI Detection](/ai-detection/get-started).