Chad Topaz Queer DEI Race Traitor

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Researcher with public evidence across AI research.

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Data science + math for social justice. Violist, yogi, husband, dad to human & dogs. 🏳️‍🌈 Views do not represent my employers. Author of Unlocking Justice: The Power of Data to Confront Inequity and Create Change. Preorder at: https://bit.ly/4nT7qUh

Articles & links

I'm grateful to have been in (asynchronous) communication with @kylesiler.bsky.social about his important paper, "The diffusion of large language models in published academic articles." A colleague and I had comments; Siler had great responses. Read his insightful work and the…

pnas.org
AI Weekly's analysis
  • By 2025 roughly 57% of articles across 7.3 million sampled papers showed LLM-associated language, up from about 12% in 2023.
  • The study, by Kyle Siler of the University of Toronto in PNAS, spans full texts from Elsevier, Frontiers, MDPI, and PLoS from 2020 to 2025.
  • Lower-ranked institutions, young for-profit publishers, and regions further from English as a primary language showed the highest LLM-associated language rates.
Read full analysis →
View on Bluesky · ♥ 3 ↻ 0 ↩ 2 · 3 from the directory shared this · 46d ago

I am very excited to have this out in PNAS as of right now. This one is a case of: I can believe a thing to be true (increased LLM usage) but I can also believe that a particular set of evidence does not demonstrate that truth. www.pnas.org/doi/10.1073/...

pnas.org
View on Bluesky · ♥ 7 ↻ 4 ↩ 0 · 2 from the directory shared this · 47d ago

Not to put too fine a point on it but remember in Jan 2025 when the AMS was like JMM will have a theme for the first time ever and the theme is AI, yay, ps the program has no decision of ethical concerns etc? www.ams.org/about-us/ai-...

ams.org
View on Bluesky · ♥ 14 ↻ 5 ↩ 1 · 2 from the directory shared this · 6h ago

Recent commentary

Here are some things about generative AI. Rather a lot of things, in fact. But warning, they do not lead to any conclusion, lolcry. However, this thread is ill-advised and I will probably delete it all though it will undoubtedly live on the internet forever.

View on Bluesky · ♥ 5 ↻ 3 ↩ 2 · 24d ago

No, google AI search result that I do not request, there is no circumstance in which I would like to review the specific peritoneal ligaments that connect the pancreas and the spleen.

View on Bluesky · ♥ 4 ↻ 0 ↩ 0 · 29d ago

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