Blog
Assorted updates and insights from the LJ team.
Articles
10 articles
Undo That: The One-Line Echo That Replaces a Transcript
Hand It Everything It Needs: 23 Pre-Registered Studies on LLM Document Editing
Who Writes the Memo? Auditing the Safety Net We Shipped
The Thirty-Sixth Edit: Long LLM Sessions Don't Need Memory Either
Your Agent Doesn't Need a Memory: Two Worked Examples Replace Session History
Then We Found the Cheap Part: One Search Call Grounds LLM Tree Edits
We Tried to Delete the Hard Parts. The Benchmark Said No.
A Deprecated Accessor That Still Typechecks Broke My Benchmark (and Maybe Your Agent)
We Benchmarked It: What Held Up in 'HTML as a Native Data Format for LLMs', and What Didn't
