AgentsNEWAcademic publishingLiveHuman in loop: yes
Preprint: an AI agent audited reproducibility for 36 conference papers with authors
Researchers deployed an author-in-the-loop agent across 36 papers and 133 tables and figures at an ML conference. It raised 20 issues after human review; further checks supported closing all of them, the authors report.
Why it matters: A working pattern: authors declare what should reproduce, the agent checks, human reviewers approve. The authors note full reproduction stayed unverified in some cases.
From Drop #033 · Mon, Oct 19 · Morning