Current AI Workflows
AI-assisted error fixing
Use AI-assisted fixes when the compiler output is correct but hard to interpret quickly.- explain common LaTeX failures in clearer language
- propose targeted fixes
- keep changes reviewable before you accept them
Inline AI editing
Use inline AI when you want help with:- rewriting prose while preserving LaTeX structure
- grammar and clarity improvements
- localized code-aware edits inside a document
Document-aware assistance
The AI workflows are designed to preserve:- citation keys
- LaTeX commands and environments
- mathematical content where rewriting would be unsafe
Safety Model
AI suggestions are intended to be inspected, not blindly trusted. Treat them as proposed edits and recompile after each accepted change.
- edits should be reviewable before final acceptance
- you remain responsible for the final source of truth
- recovery paths such as version history and export remain important for risky changes
What Is Not Claimed Here
- no promise of fully autonomous end-to-end document writing
- no promise that every suggestion is production-ready without review
- no claim that every future AI workflow is already generally available
Where To Go Next
Troubleshooting
Use the product workflow for compiler failures, AI-assisted fixes, and rollback.
Editor & AI Assistance
See how AI fits into the broader editor workflow.