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The role of LLMs in academic reviewing

https://www.sigarch.org/the-role-of-llms-in-academic-reviewing/
1•mad•19h ago

Comments

probably_wrong•19h ago
This article feels to me less like a proposal and more like a capitulation - "we are being overwhelmed by garbage so we might as well embrace the garbage".

I have no objection to the "writing with LLMs" part - if you want to use fancy auto-correct, go with it. But the reviewing part feels just wrong: we've seen over and over evidence that people use AI as a shortcut for thinking, and yet the proposal argues that not using AI will "produce worst outcomes" because the reviewers will somehow hold themselves to the high standards they are (allegedly) currently not following.

The author then argues that the ideal application of AI is to answer questions like "Does the reasoning hold? Are the proofs correct? Are claims consistent with artifacts?" which he himself admits "as of yet they cannot offer strong guarantees about correctness", but that's okay because it's followed by the well-known AI mantra "I believe this will change in the future".

Final score: 2.5 - I'd rather not see it in the current conference.

Disclaimer: This comment was not written with the help of AI.

First Came Tea. Then Came the Male Rage

https://www.theatlantic.com/family/archive/2025/07/tea-app-dating-data-breach-misogyny/683712/
1•amarcheschi•45s ago•0 comments

Striking It Rich: A new breed of risk takers bets on the high-tech future (1982)

https://time.com/archive/6859156/striking-it-rich-a-new-breed-of-risk-takers-is-betting-on-the-high-technology-future/
1•thomassmith65•2m ago•0 comments

Show HN: Stateful AI API with OS Models

https://www.RogueFishMedia.com/
2•arkonrad•2m ago•0 comments

Show HN: Built an Alert layer for QuickBooks-then Intuit dropped a $300 p/m fee

https://uselunova.com/blog/alert-layer-on-top-of-quick-books
1•chidog12•3m ago•0 comments

Show HN: UGCReal – AI influencers so realistic, people are trying to date them

https://www.ugcreal.com/
2•Samenn•4m ago•0 comments

Free evals API for AI startups (ship 10x faster with evals you can trust)

2•sfox100•7m ago•0 comments

Investigation of Jeffrey Epstein jail video reveals new discrepancies

https://www.cbsnews.com/news/jeffrey-epstein-jail-video-investigation/
2•misja111•7m ago•1 comments

Bitter fight over 2020 Microsoft quantum paper both resolved and unresolved

https://www.theregister.com/2025/07/31/microsoft_quantum_paper_science/
1•rntn•8m ago•0 comments

CC Signals: A New Social Contract for the Age of AI

https://creativecommons.org/ai-and-the-commons/cc-signals/
1•evolve2k•11m ago•0 comments

Hitler Took on Germany's Central Banker

https://www.theatlantic.com/ideas/archive/2025/07/hitler-attacked-central-banker/683545/
1•janandonly•16m ago•0 comments

How was the Universal Pictures 1936 opening logo created?

https://movies.stackexchange.com/questions/128020/how-was-the-universal-pictures-1936-opening-logo-created
1•azeemba•16m ago•0 comments

Encrypted Client Hello Approved for Publication

https://www.feistyduck.com/newsletter/issue_127_encrypted_client_hello_approved_for_publication
2•gebt•18m ago•0 comments

JVM Language Summit 2025 – Agenda

https://openjdk.org/projects/mlvm/jvmlangsummit/agenda.html
2•pjmlp•19m ago•0 comments

Cool Ideas for a Hot Planet: Rethinking Air Conditioning

https://worldsensorium.com/cool-ideas-for-a-hot-planet-rethinking-air-conditioning-with-sebastian-clark-koch/
1•dnetesn•20m ago•0 comments

Node Deletion Theorem: a precise rule for pruning nodes in recursive data types

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5349705
2•WASDAai•20m ago•1 comments

What Poseidon Is Telling Us

https://nautil.us/what-poseidon-is-telling-us-1227766/
1•dnetesn•21m ago•0 comments

Induction of a torpor-like state with ultrasound

https://engineering.washu.edu/news/2023/Induction-of-a-torpor-like-state-with-ultrasound.html
1•geox•31m ago•1 comments

YouTube loosens profanity rules for monetized videos

https://techcrunch.com/2025/07/30/youtube-loosens-profanity-rules-for-monetized-videos/
2•01-_-•31m ago•1 comments

Coding agents provide fast data visualization tools

https://mnky9800n.substack.com/p/coding-agents-provide-lightning-fast
1•mnky9800n•34m ago•0 comments

What Future Awaits for Software? AI First vs. AI Augmented

https://docsify-this.net/?basePath=https://gist.githubusercontent.com/joelewis/6859a7dc0ee18d39db41448e29fa76e1/raw/0cc574abdbf87ea472ae0ea5616a6b962a9f1282&homepage=what-future-awaits-for-software.md#/?id=what-future-awaits-for-software-ai-first-vs-ai-augmented
1•lewisjoe•35m ago•0 comments

Unintended AI consequence: the return of status markers

https://www.bostonglobe.com/2025/07/28/opinion/ai-college-admissions-personal-statements/
1•Anon84•37m ago•0 comments

GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning

https://arxiviq.substack.com/p/gepa-reflective-prompt-evolution
9•che_shr_cat•38m ago•1 comments

I tried Servo, the undercover web browser engine made with Rust

https://www.spacebar.news/servo-undercover-web-browser-engine/
4•robtherobber•39m ago•0 comments

Show HN: I got my first customer

https://www.superfa.st/
1•kalashvasaniya•41m ago•0 comments

Round Up and Reflections for Ennie Award for Best Adventure

https://tasker.land/2025/07/31/ennie-award-for-best-adventure-short-form-round-up-and-reflections/
1•GaiusCoffee•41m ago•0 comments

Sync primitives are Functionally Complete

http://kprotty.me/2025/07/31/sync-primitives-are-functionally-complete.html
2•todsacerdoti•42m ago•0 comments

What Can a Cell Remember?

https://www.quantamagazine.org/what-can-a-cell-remember-20250730/
1•jnord•44m ago•0 comments

Meetingco.st – How much does that meeting cost?

https://meetingco.st/
2•chillax•49m ago•0 comments

Marvel: Laser-Driven Fusion

https://marvelfusion.com/
1•doener•53m ago•0 comments

Google could be reading your ChatGPT conversations

https://www.fastcompany.com/91376687/google-indexing-chatgpt-conversations
2•greatgib•55m ago•1 comments