Make sure the AI and its checker see the same file.
Published August 18, 2026Read first
What it saysThis work makes file state explicit. What an assistant can read, edit, and submit affects its measured performance; different representations can otherwise refer to different versions.
Why it mattersA version mismatch can look like an AI mistake or hide one.
Try thisRecord which file version the assistant reads and edits.
How to use it
Suggested steps
- Record which file version the assistant reads and edits.
- Link the readable text and original file to the same version.
- Check the submitted file, including the changes actually saved.
| Check | What to look for |
|---|---|
| What the assistant reads | The correct source version |
| What the checker reviews | The actual submitted version |
Keep in mind Better file access can improve performance without changing the underlying model.
A quick check for yourself
What is the practical lesson?
Show answer
A version mismatch can look like an AI mistake or hide one.
Source & why it’s here
StagedWorkspace (opens in a new tab)
Original issue reading order, preserved from the archive.