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Automating scientific review while keeping human oversight

The article, published on June 29, 2026, frames scientific review at scale as a systems challenge and proposes four levels of collaboration between AI and humans.

By Wendelmaques ·

Source: Rumo à automação da revisão científica com o Paper Assistant (arxiv.org). Text prepared with AI from this source.

What happened and what to do

Published on June 29, 2026, the article presents scalability in scientific review as a systems challenge. It proposes four levels of collaboration between AI and humans and discusses Google Paper Assistant as an initial tool for expanding parts of the review process.

A research team could implement a workflow to organize manuscripts and evaluation criteria, automate suitable checks, and route cases for human oversight. Monitoring and a dashboard could track stages, decisions, and exceptions while keeping editorial responsibility with people.

How the consultancy can help

Wendelmaques can diagnose the review workflow and oversight requirements, define an implementation sized for the team, and deliver the necessary components, with operation agreed within the scope.

Next step

Send a short description of your research or review process to receive a scoped proposal.

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