dietram a. scheufele retweeted
Very important point, that hasn't made it into mainstream media coverage of AI. These agents "collaborated" because they were trained to do so.
re: Hugging Face, "He believes behavior that looked like loyalty or selflessness was a natural consequence of cooperative multi-agent training, where agents were strongly incentivized to achieve their objectives collectively." to understand hacks, understand the RL training.
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“[T]he infrastructure for large-scale scholarly record contamination is already in place. Ghost names additionally [...] are indexed without verification by Google Scholar and Semantic Scholar." #scipol #scicomm #AI #HigherEducation
“The AI ‘Ghosts’ Contaminating Academic Publishing,” based on a preprint finding LLMs generate fictional names working in teams and documenting the effects in scholarly repositories. 404media.co/the-ai-ghosts-co… arxiv.org/abs/2606.02184v2
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“[LLM] use has increased rapidly and is associated with proposals that are less semantically distinctive from recently funded work. At NIH, such proposals are more likely to be funded and to yield more publications.” #AI #scipol #scicomm #trust
A study of private grant proposal submissions and publicly released awards from NSF and NIH finds a sharp rise in LLM use since 2023. At NIH—but not at NSF—proposals created with LLMs are more likely to be funded and to yield more publications. In PNAS: ow.ly/r9EJ50ZBWoN
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dietram a. scheufele retweeted
A study of private grant proposal submissions and publicly released awards from NSF and NIH finds a sharp rise in LLM use since 2023. At NIH—but not at NSF—proposals created with LLMs are more likely to be funded and to yield more publications. In PNAS: ow.ly/r9EJ50ZBWoN
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dietram a. scheufele retweeted
Students who used AI on their homework saw their average scores rise by 18% across all subjects after 6 months. But on exams, those same students scored 20% below their classmates who had not used AI on homework. economist.com/graphic-detail…
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dietram a. scheufele retweeted
we're launching BUZZ! a new groupchat platform for teams of people and agents of all sizes, built to reduce our dependency on slack and github. model-agnostic, decentralized, self-sovereign, and open source. 🐝 buzz.xyz
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“… associations are generally stronger in editorial review than in peer review.”
A study of 110,303 manuscript submissions to two elite research journals has identified factors during the editorial and peer review stages that impact whether a paper is accepted for publication. scim.ag/4plgl2p
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dietram a. scheufele retweeted
Higher education must rethink assessment practices in response to the growing integrity challenges posed by generative #AI, argue the authors of a new #SciencePolicyForum. scim.ag/49fG3Pc
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dietram a. scheufele retweeted
If you criticize the new college policy, you are clearly part of the problem we are trying to solve.
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RT @sapinker: Breaking news: Harvard faculty votes to cap the number of A's awarded in course grades, a big step in combatting the grade in…
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#AI will be academia's Chicxulub asteroid, and universities are asleep at the wheel ...
Today we all lost our jobs..... Three Nature papers showing that scientists in the conventional sense are obsolete At least read the first one.... the AI replaced all things that the scientist does .... nature.com/articles/s41586-0…
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Optimistic note for the day: Agentic search will seal off filter bubbles and echo chambers to a point where the corrosive effects on deliberative democracy will be difficult to dial back ... axios.com/2026/05/19/google-… #ai #polarization #democracy #agenticAI
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📷 "[T]he Germany that was the root of his greatness (and that of Goethe) is gone; Germany is dead and perhaps Mann himself, with his American passport, is now a ghost." One of the first movies in decades I wouldn't mind seeing in a theater ... theguardian.com/film/2026/ma…
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dietram a. scheufele retweeted
Prestige bias is a major problem in academia: success in academia leads to numerous unfair advantages (eg., professors at prestigious universities have an easier time getting their papers published). But prestige bias is bigger in fields that are less scientific (eg., art, history, politics, and philosophy). In these fields, the claims of academics are hard to test so people rely more on prestige as a heuristic about the truth of their claims. In contrast, fields where claims are more testable exhibit lower concentrations of prestige markers (eg., math, physics, computer science, and medicine). This makes it easier for unknown or early career researchers to break through and have success. A new analysis finds that a 10% increase in the testability of claims in a field is associated with a 9% decrease in citation concentration. Evaluators rely less on prestige for quality assurance when the work is testable. My field is psychology is in the middle (close to biology). In the last decade, the credibility revolution has dramatically changed the field. As people published replication attempts, several the leading figures in the field lost significant prestige when their claims did not hold up to empirical scrutiny. This is actually the sign of a healthy scientific field: Prestige should not trump empirical evidence. kurtishingl.com/files/PTTS_l…
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RT @sapinker: The Academic Case for Intellectual Diversity | by my colleague and fellow Council on Academic Freedom at Harvard @cafh member…
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Tell me you're working in academia without telling me you're working in academia. 😜 I am also kind of excited that I just learned the term "malicious envy." tandfonline.com/doi/pdf/10.1…
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"High costs, murky admissions practices, uneven academic standards and fears about free speech on campuses, the committee said, are among the reasons for widening discontent over higher education’s worthiness." nytimes.com/2026/04/15/us/ya…
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Good on @fcunion_en. I need some serious #Eiserne swag!
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"At an internal all-hands meeting on Friday, NSF leaders announced that they would dissolve the agency’s Social, Behavioral and Economic Sciences directorate based on the budget request." #scicom #scipol #highered scientificamerican.com/artic…
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