Automated Papers Pass Peer-Review
AI System Automates Entire Scientific Research Process
Researchers from UBC, Oxford, and Sakana AI unveil a system capable of drafting full manuscripts.

A clean laboratory setting showing a computer screen with a scientific manuscript and abstract digital patterns representing artificial intelligence.
Photo: Avantgarde News
Researchers from the University of British Columbia, Oxford, and Sakana AI have introduced "The AI Scientist," a system designed to automate the complete scientific process [1]. Published in the journal Nature, the tool manages every step from generating research ideas to drafting full manuscripts [1][2]. This breakthrough marks a significant shift toward end-to-end automation in machine learning research [2]. The system performs experiments, writes code, and evaluates its own results before producing a finalized paper [1][3]. Notably, one AI-generated manuscript successfully passed a workshop peer-review process at a major machine learning conference [1]. While the system streamlines discovery, some observers highlight that such advancements may fundamentally reshape the traditional role of human researchers in the lab [3].
Editorial notes
Transparency note
Drafted with LLM; human-edited
- AI assisted
- Yes
- Human review
- Yes
- Last updated
Risk assessment
Reviewed for sourcing quality and editorial consistency.
Sources
- 1.↗
science.ubc.ca
https://science.ubc.ca/news/2026-03/new-ai-scientist-conducts-its-own-research
- 2.↗
thebrighterside.news
https://www.thebrighterside.news/post/the-ai-scientist-takes-a-big-step-toward-end-to-end-automation-of-scientific-research/
- 3.↗
slguardian.org
https://slguardian.org/ai-scientists-are-reshaping-research-but-at-what-cost/
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Avantgarde News Desk covers automated papers pass peer-review and editorial analysis for Avantgarde News.


