Jed Brown

67 trust researcher @jedbrown.org · 1,145 followers
Why they matter

Researcher with public evidence across AI research.

AI signals
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past 30d
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Discussions
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past 30d
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3d ago
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Prof developing fast algorithms, reliable software, and healthy communities for computational science. Opinions my own. https://hachyderm.io/@jedbrown https://PhyPID.org | aspiring killjoy | refuse epistemicide | he/they

Articles & links

Jed Brown reposted
@pookiebear.net

I'm proposing a bookclub on this list by @tressiemcphd.bsky.social on fighting back on data politics (term coined by Tressie). A couple of other books I'm going to add is, "The AI Con" by Emily M. Bender & Alex Hanna & "Careless People" by Sarah Wynn-Williams. www.nytimes.com/…

nytimes.com View on Bluesky →

It's notable that the report has been out for 8 months and this was only detected because an "AI" vendor (GPTZero) had an adversarial interest. So much for the discernment capabilities of business/finance/executives. www.ft.com/content/b382...

ft.com
View on Bluesky · ♥ 1 ↻ 0 ↩ 1 · 4 from the directory shared this · 73d ago

Never forget that "everyone is cheating now" is literal marketing for the vendors. Demand to purchase these products is unperturbed by learning about harms, and overwhelmingly driven by perceived peer use. The solutions are necessarily systemic. www.pnas.org/doi/10.1073/...

pnas.org
AI Weekly's analysis
  • In experiments on roughly 2,000 parents of 13-to-18-year-olds, willingness to pay for a premium AI subscription rose $1.83 for every 10-point jump in perceived peer take-up.
  • Moving the scenario from 20% to 80% peer usage lifted parental spending by more than 60%, or about $11 for a three-month subscription.
  • Telling parents GPT-4 users scored 'just under 20% lower' on later math tests raised ban support from 44% to 57% but barely moved willingness to pay.
Read full analysis →
View on Bluesky · ♥ 30 ↻ 6 ↩ 1 · 3 from the directory shared this · 9d ago

So maybe there wasn't enough political capital to course-correct the 67% error-rate "assistant", but surely people on the inside could exercise some caution about new projects. Lol, no. Lip service to validation and governance, but always full steam ahead. newsnetwork.mayoclin…

newsnetwork.mayoclinic.org
View on Bluesky · ♥ 7 ↻ 3 ↩ 1 · 2 from the directory shared this · 23d ago
Jed Brown reposted
Olivia Guest @olivia.science

💀 Pygmalion displacement 💀 doi.org/10.31235/osf...

OSF osf.io
AI Weekly's analysis
  • A 2023 preprint argues AI development follows a 'Pygmalion displacement' pattern, progressively replacing women with technological objects.
  • Authors trace the pattern to Turing's imitation game, calling displacement 'unacknowledged' in AI's foundational thought experiment.
  • The paper proposes a 10-question diagnostic tool to identify when Pygmalion displacement is occurring in a given AI system.
Read full analysis →
View on Bluesky →
Jed Brown reposted
Olivia Guest @olivia.science

> “when men use AI, we question their effort; when women use AI, we question their integrity” [...] (Pringle, 2026). What is framed as a literacy deficit is [actually] a form of rational refusal [&] within that frame, the only direction of travel is toward more adoption. doi.o…

Contra Literacy-Laundering: Mechanistic Critical AI Literacy | Zenodo doi.org
AI Weekly's analysis
  • Ishani Ray and Olivia Guest argue LLM critique has split between the stochastic parrot dismissal and pragmatic accommodation, and that both misdiagnose the problem.
  • The Zenodo preprint reframes the question as not whether LLMs work but what kind of working is happening and at whose cost.
  • The authors propose a mechanistic critical AI literacy along cognitive, pedagogical, and political dimensions grounded in the epistemology of those most harmed.
Read full analysis →
View on Bluesky →

No AI-positive institution is deploying responsibly. If they say they are, it means they aren't checking or are silencing the people who are. Read Nik Suresh (hermit-tech.com/blog/ai-mani...) or listen to this interview, then read the lawsuit from the Mayo Clinic's director of…

AI Mania Is Eviscerating Global Decisionmaking hermit-tech.com
View on Bluesky · ♥ 39 ↻ 24 ↩ 2 · 4 from the directory shared this · 23d ago

Live by the slop, die by the slop. > “Jay telling us to question [AI’s] output and then asking AI to rank the UWs and then presenting it to us is comical,” Noah Fritz, a regent, who is a student, wrote to Jack Salzwedel, another regent, during the February board meeting.

chronicle.com
View on Bluesky · ♥ 5 ↻ 3 ↩ 2 · 3 from the directory shared this · 40d ago

An excellent interview with @heidykhlaaf.bsky.social on safety engineering (in contrast to the clown show of "AI safety"). This discussed abdication of standards and safety revisionism is paralleled in computational science & engineering with abandonment of verification and va…

Computer Says Kill: The AI Safety Circus w/ Heidy Khlaaf themaybe.org
View on Bluesky · ♥ 18 ↻ 7 ↩ 1 · 3 from the directory shared this · 71d ago

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