Hypothesis

Upload paper to a private Hypothesis group.

Invite reviewers to the group.

Reviewers leave specific, anchored feedback on paragraphs.

Author responds directly in the thread.

Final version is updated based on synchronized feedback.

Journalists use a public group for a specific investigation.

Annotate external sources cited in the article.

Link to primary documents directly in the margin.

Readers click annotations to verify claims against original data.

Assign a PDF reading through Canvas/Blackboard.

Enable Hypothesis LTI.

Students annotate the text with questions and insights.

Instructor views engagement metrics and grades directly in the LMS speed-grader.

Inject the Hypothesis script into the documentation site.

Developers highlight confusing code blocks.

Documentation team receives notifications of new annotations.

Clarifications are added to the source code based on user highlights.

Import the legal PDF into Hypothesis.

Create a private 'Audit' group.

Assign specific tags like '#liability' or '#termination'.

Export the tagged annotations as a CSV for an executive summary.

Annotators browse a set of target URLs.

Highlight key concepts using a predefined tagging schema.

Use the API to pull these structured annotations.

Feed the JSON output into a fine-tuning pipeline for an AI model.

Use the browser extension to highlight key sections of an article.

Write a brief note on how it relates to your project.

Use the search dashboard to filter notes by tags across 100+ different websites.