All work
Scientific editing

AI Book Editor

An AI editing workspace that improves long scientific and medical manuscripts through precise, explainable changes.

My role
Editing model, review UX, provider integration
System
Next.js, React, TypeScript, CodeMirror, OpenAI, Gemini, Anthropic
01

Editing problem

A full-document rewrite is difficult to review. It can alter terminology, flatten an author's voice, or change a scientific claim without making the change obvious.

The editor turns AI output into local patches, making every intervention visible in context.

02

Patch model

  1. 01Document
  2. 02Finding
  3. 03Local patch
  4. 04Visible diff
  5. 05Accept or reject
  6. 06History
03

Review loop

Explain

Each proposed change includes a reason and a bounded text range so the editor can understand the intervention.

Validate

Patch application is checked against the current document to avoid silently editing stale or mismatched text.