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Daniel Acuna

@danielacuna.bsky.social
766 followers 66 following 13 posts

Assoc. Prof. Computer Science at the University of Colorado, Boulder. Prev iSchool, Syracuse University. Postdoc Northwestern University and Ability Lab. PhD Computer Science UMN, Twin Cities

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Daniel Acuna @danielacuna.bsky.social · 08/06/2026
AIs are helping automate science, but do they uphold research integrity principles while working autonomously? Most models cave in to questionable research practice request. Paper: arxiv.org/abs/2605.29468 Data & Code: github.com/sciosci/SciI... Website: sciosci.github.io/sciintbench/
arxiv.org
SciIntBench: Measuring LLM Compliance with Research Integrity Norms Under Adversarial Framing
Large language models (LLMs) are increasingly used to support scientific work, but it is unclear whether they uphold responsible conduct of research (RCR) norms or help undermine them. We introduce Sc...
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Daniel Acuna @danielacuna.bsky.social · 27/08/2025
Great piece by jeffreybrainard.bsky.social with comments from others www.science.org/content/arti...
science.org
AI tool labels more than 1000 journals for ‘questionable,’ possibly shady practices
New algorithm could help scientists avoid publishing in shady titles
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Reposted by Daniel Acuna
Jeffrey Brainard @jeffreybrainard.bsky.social · 27/08/2025
Can AI help identify high-volume, low-quality, “questionable” scientific journals (which some, controversially, call #predatoryjournals )? Authors of this new study emphasize aiding not replacing human evaluators of these journals. @science.org www.science.org/content/arti...
science.org
AI tool labels more than 1000 journals for ‘questionable,’ possibly shady practices
New algorithm could help scientists avoid publishing in shady titles
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Daniel Acuna @danielacuna.bsky.social · 27/08/2025
🚨New paper🚨 Open access has expanded science’s reach but also fueled the rise of "questionable" journals. Manual vetting can’t keep pace with thousands of titles and bad actors who adapt quickly. Wrong incentives too strong. In a new Science Advances paper we ask: can AI help?
Article front page: https://www.science.org/doi/10.1126/sciadv.adt2792
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Daniel Acuna @danielacuna.bsky.social · 20/11/2024
Who are these hundreds of people who started following me recently? I mean, hi 👋, but how did you find me without any advertisement from my part? 😅 This place is starting to look great.
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Daniel Acuna @danielacuna.bsky.social · 02/10/2024
Excited to share a new article with Han Zhuang in Quantitative Studies of Science! "Incorporating costs and benefits to the evaluation of uncertain research results," we propose a unified framework for deciding when to continue research, even if it might be wrong 🤯. direct.mit.edu/qss/article/...
direct.mit.edu
Incorporating costs and benefits to the evaluation of uncertain research results: applications to cancer research funding
Abstract. Correctness is a key aspiration of the scientific process, yet recent studies suggest that many high-profile findings may be difficult to replicate or require considerable evidence for verif...
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Daniel Acuna @danielacuna.bsky.social · 25/10/2023
Tenure/tenure-track faculty positions in NLP in CS. Looking for people in science of science! Super interdisciplinary dept, great place to work and grow, amazing location. Learn more jobs.colorado.edu/jobs/JobDeta... Feel free to reach out and ask about the position and details.
jobs.colorado.edu
Tenured/Tenure-Track Faculty Search in Natural Language Processing
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