Laura K. Nelson

Why they matter

Researcher with public evidence across AI research.

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past 30d
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past 30d
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4d ago
View every signal from Laura K. Nelson →
Associate Professor @ UBC computational sociology machine learning is feminist You only have to look at the Medusa straight on to see her. And she’s not deadly. She’s beautiful and she’s laughing. www.lauraknelson.com

Articles & links

↻ Laura K. Nelson reposted
YY Ahn @yyahn.bsky.social

As people have predicted, there are quite a few open-source alternatives to Jev, including: - Laya, this was the original according to him: github.com/NandhaKishor... - on Apple Core ML / neural engine: github.com/mizorewww/la... - with Qwen: github.com/jaredpalmer/...

GitHub - NandhaKishorM/laya github.com View on Bluesky →

Genuine question: Do we think this linked framing holds up after the explosion of AI agents? "Like catalogs and the internet, large models are part of a long history of cultural and social technologies." Are LLMs (now) really in the same category as card catalogues? www.scienc…

science.org
View on Bluesky · ♥ 35 ↻ 7 ↩ 7 · 3 from the directory shared this · 123d ago
↻ Laura K. Nelson reposted
YY Ahn @yyahn.bsky.social

As people have predicted, there are quite a few open-source alternatives to Jev, including: - Laya, this was the original according to him: github.com/NandhaKishor... - on Apple Core ML / neural engine: github.com/mizorewww/la... - with Qwen: github.com/jaredpalmer/...

GitHub - mizorewww/laya-coreml: Local Laya typed decisions on Apple Core ML and Neural Engine. Validated ports, ~5 ms short decisions on M3 Max, reproducible speed and energy benchmarks. github.com
AI Weekly's analysis →
  • An independent Core ML port of the Laya model runs typed decisions at 4.98 ms P50 on Apple's Neural Engine.
  • System energy per decision on ANE is reported 2.78x to 3.19x better than a compiled MLX FP16 baseline on M3 Max.
  • The repo is Apache-2.0 and calls itself an independent port of Laya, not an official Convai Innovations or Apple release.
Read full analysis →
View on Bluesky →

proceedings.mlr.press/v267/wallach...

Position: Evaluating Generative AI Systems Is a Social Science Measurement Challenge proceedings.mlr.press
AI Weekly's analysis →
  • Twenty researchers led by Hanna Wallach argue in a new ICML 2025 position paper that current GenAI measurement tasks 'lack sufficient scientific rigor.'
  • The paper proposes a four-level framework drawn from social science measurement theory to assess capabilities, behaviors, and impacts of GenAI systems.
  • They say the framework broadens who can debate evaluations and brings 'a set of lenses for interrogating validity' to conceptual and operational work.
Read full analysis →
View on Bluesky · ♥ 1 ↻ 0 ↩ 1 · 2 from the directory shared this · 4d ago

My spicy ghost pepper hot, but 100% genuine take: scholars in my specific subfield (sociology of culture) have been using generative AI responsibly in research since at least 2013. I'll even put a date on it: Mohr and Bogdanov, 2013. + www.sciencedirect.com/science/arti...

sciencedirect.com
View on Bluesky · ♥ 45 ↻ 8 ↩ 2 · 2 from the directory shared this · 117d ago
↻ Laura K. Nelson reposted
YY Ahn @yyahn.bsky.social

As people have predicted, there are quite a few open-source alternatives to Jev, including: - Laya, this was the original according to him: github.com/NandhaKishor... - on Apple Core ML / neural engine: github.com/mizorewww/la... - with Qwen: github.com/jaredpalmer/...

github.com View on Bluesky →

Recent commentary

I'm once again begging everyone to update their priors. "ChatGPT is not a search engine." Yes, yes it is. It actively searches the web based on your prompt, and returns active links relevant to your search/prompt. It's a search engine. It is. (Obvs don't use it that way if that's not your thing)

View on Bluesky · ♥ 165 ↻ 19 ↩ 12 · 94d ago

Fascinating thread. Post after post of students describing how, pre-AI, they got As on book reports and courses without reading a single book. Either this is all a bit I don't understand (very possible, I don't get social media) or we* need to really sit with how students move through HS. *Just me?

View on Bluesky · ♥ 52 ↻ 1 ↩ 8 · 140d ago

Treading lightly because I'm happy to see data annotation discussions happening anywhere. But I'm also incredibly frustrated that the AI/ML world seems to be happy ignoring literal *decades* of work on this topic. From a recently published paper in AAAI/ACM that has tipped me over into despair fr

View on Bluesky · ♥ 44 ↻ 5 ↩ 4 · 5d ago

There's a genre of LLM criticism that I find so destructively unhelpful: using a single vague prompt to "analyze" data, e.g. "summarize the themes across this collection of texts," to claim "see! LLMs don't work." & it's getting published! Reviewers this is not good work pls reject it if you see it.

View on Bluesky · ♥ 40 ↻ 6 ↩ 2 · 146d ago

It's mid-August. What is everyone putting on their syllabus as their AI policy for undergraduate courses this year? My instinct: I'm designing my course such that for things I think you should learn without AI, assessment is in-class. Otherwise, do your thing? So basically, no policy this year?

View on Bluesky · ♥ 16 ↻ 1 ↩ 3 · 63d ago

I've been teaching this class on Data/AI and Society for so long the primary readings I have always assigned were initially cutting edge, then established but timely, then borderline out of date, and now established history texts. So my class is now a history class. I'm choosing to embrace that.

View on Bluesky · ♥ 21 ↻ 0 ↩ 0 · 40d ago

A frustrating pattern in news coverage of AI (etc.) in soc sci & humanities: articles that focus on those critical of AI often quote women (and they should! it's great work!), but when it's about AI as a (serious) method, no/few women quoted. Maybe don't repeat patterns of the past this time? 🙏

View on Bluesky · ♥ 11 ↻ 3 ↩ 1 · 84d ago

Someone on here has shared an image they use in class that shows the different foods different countries/cultures call a biscuit. Who made that image and where can I find it? And can I use it in class? (My Google search is just leading me to a bunch of AI-generated sloppity slop)

View on Bluesky · ♥ 3 ↻ 3 ↩ 0 · 40d ago

So I just added a citation to Zotero using the ISBN copied directly from the publisher's website and the title, date, and publisher were correct but the author was completely hallucinated? Utterly the wrong author. How did that happen? I feel like I'm losing my mind. Paging my librarian mutuals here

View on Bluesky · ♥ 0 ↻ 0 ↩ 1 · 73d ago

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