Show HN: AI Peer Reviewer – Multiagent System for Scientific Manuscript Analysis

Re:Show HN: AI Peer Reviewer – Multiagent System for Scienti... by karencarits on Saturday May 31, 2025 @12:35PM (#44145376)

I'll hopefully get to test it soon. To me, LLMs have so far been great for proofreading and getting suggestions for alternative - perhaps more fluent - phrasings. One thing that immediately struck me, though: having 'company' in the URL makes me think corporate and made me much more skeptical than a more generic name would.

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Re:Show HN: AI Peer Reviewer – Multiagent System for Scienti... by yusina on Saturday May 31, 2025 @02:49PM (#44146220)

IMO that's what this focus on. Language. That's what LLMs excel at. Perhaps branch out to providing localized papers to markets like China or France (hah, sorry).

Judging the actual contents may feel like the holy grail but is unlikely to be taken well by the actual academic research community. At least the part that cares about progressing human knowledge instead of performative paper milling.

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Re:Show HN: AI Peer Reviewer – Multiagent System for Scienti... by rjakob on Saturday May 31, 2025 @12:43PM (#44145432)

Haha fair point, domain name was a 5-second, “what’s available for $6” kind of decision. Definitely not trying to go full corporate just yet

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Re:Show HN: AI Peer Reviewer – Multiagent System for Scienti... by karencarits on Saturday May 31, 2025 @01:52PM (#44145868)

Great! Also, checking journal author guidelines is usually very boring and time consuming, so that would be a nice addition! Like, pasting the guidelines in full and getting notified if I am not following some specs

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Re:Show HN: AI Peer Reviewer – Multiagent System for Scienti... by rjakob on Saturday May 31, 2025 @03:17PM (#44146381)

We are already looking into that: https://github.com/robertjakob/rigorous/tree/main/Agent2_Out...

Would be great to see contributions from the community!

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