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Posts by John Sakaluk

Let me recommend grabbing a cup of tea & reading this really thoughtful piece from the inimitable @hogg.bsky.social on moderating AI/LLM use in astrophysics. 🔭

"the real question we face is not ... how we do astrophysics. It is the question of why we do astrophysics."

📖: arxiv.org/pdf/2602.10181

2 months ago 44 13 2 1
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Federal Judge Vacates Kennedy Declaration, Permanently Blocks Trump's Trans Youth Care Hospital Threats The judgment overturns the Kennedy Declaration which has been used to force 40 hospitals to drop trans youth care.

1. This weekend, a federal judge permanently blocked funding threats to providers and hospitals that provide trans youth care.

The judge also blocked "any similar policy."

Hospitals have NO excuse and must return to providing care under many blue state laws.

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22 hours ago 2276 716 17 40
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After 150 years of boring wooden Galton boards, I finally fixed it!

Now with lasers, bazookas, bombs, pinball bumpers, and extremely serious sci-fi hamsters.

🎯 EXTREME GALTON 👇

sachaepskamp.com/extreme_galton

1 day ago 40 13 2 3
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ggsql: A grammar of graphics for SQL Introducing ggsql, a grammar of graphics for SQL that lets you describe visualizations directly inside SQL queries.

I am excited beyond description to lift the veil on what we have been working on in 2026:

Please meet ggsql! A new extension of the SQL language for creating visualisations using the grammar of graphics. Read all about it in the blog post or visit the website at ggsql.org

1 day ago 355 81 12 9

The preprint is now available: osf.io/preprints/ps...

Thanks to the PsyArXiv moderators for their speedy review!

Freely available to any who want to read about the many ways in which the oft-cited literature on desistance spectacularly fails to support the claim of widespread desistance

4 days ago 10 4 0 0
OSF

Check out our preprint: "What Pilot Studies Can (and Cannot) Do for Validity in Psychological Research"

Great job @yashvin.bsky.social and @mbneff.bsky.social for leading!

doi.org/10.31234/osf...

2 months ago 19 10 0 0

The desistance rates generated from these studies are not functionally usable for informing policy or practice. From a quantitative perspective, the data are incoherent. From a contextual perspective, the underlying assumptions are indefensible (21)

6 days ago 6 3 1 0

This literature is so small and imprecise that one can essentially pick whatever number they want and find it within a prediction interval; this is not what scientists expect from literatures with strong evidential signal. (12)

6 days ago 9 2 1 0
Table 2 from the article demonstrates a wide range of possible desistance and persistence rates

Table 2 from the article demonstrates a wide range of possible desistance and persistence rates

We were astounded to find that meta-analytic prediction intervals from original sample of 11 articles supported ridiculously wide ranges of desistance (37% - 100%) and persistence (0% - 80%). The range for both expands to 0% - 100% (and beyond) when the new articles are included. (11)

6 days ago 11 4 1 1

I am so happy that this has finally seen the light of day. On the one hand, it seems an obvious answer to an obvious question, but it needed to be done.

And I'm never gonna start harping on the bit about the Spice Girls. Ever.

6 days ago 15 5 2 0
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Literatures with strong evidential signal are not this flimsy or fragile!

6 days ago 4 0 0 0

If you are familiar with the claim that most transgender youth will "desist', please read, and consider sharing.

@catherinesjwall.com, @ghawinriver.bsky.social and I are very proud of this work.

6 days ago 12 5 1 0
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Dunno what to tell you Hadley: the leaders of our military have been pretty transparent about our genetic engineering aspirations since at least the late 90s...

Racoons are a good start.

1 week ago 3 0 1 0
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Agentic Engineering - Part 1 – Pingfan Hu My experiences of effectively using AI for personal workflows, with a focus on Claude Code.

@pingfanhu.bsky.social has an amazing 3-part blog series on agentic engineering workflows:

Part 1 - Claude code basics: pingfanhu.com/blog/2026-03...
Part 2 - Workflow and examples: pingfanhu.com/blog/2026-04...
Part 3 - Software that ties it together: pingfanhu.com/blog/2026-04...

1 week ago 12 2 2 0
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Predicting relationship quality with itself? A single general factor captures most of the variance across 34 common relationship measures In relationship science, researchers have generated a wide array of constructs and corresponding self-report measures to characterize, explain, and predict relationship quality – the foremost studied ...

New paper, out this week in PLOS One, suggests that most close relationship self-report measures are primarily capturing relationship quality 🧵
journals.plos.org/plosone/arti...

2 weeks ago 75 35 3 4
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Courtroom Science and Trans Youth - University of Toronto Press

My book Courtroom Science and Trans Youth is out TODAY, just in time for Trans Day of Visibility!

It’s about how courts treat science and scientific expertise in family law cases involving trans children, and how we need to do better and stop medicalizing and gatekeeping them.

3 weeks ago 108 64 5 3

apparently we can ban abortions but we can't ban conversion therapy 🙃

2 weeks ago 5 2 0 0

happy trans day of visibility to all of the incredible trans people in my life. the world is better with you in it and I'm never going to stop fighting for you, because your fight is my fight. we're in this together.

3 weeks ago 1781 421 14 1
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Transgender health is health for all Care grows when we choose to share it—it doesn’t shrink.

Care grows when we choose to share it—it doesn’t shrink. #TheAcademicActivist #TransgenderDayOfVisibility

carlosrd.substack.com/p/transgende...

3 weeks ago 10 5 0 0

Don't watch the new HP series and (further) enrich a known billionaire-bigot: www.theverge.com/report/90181...

Don't watch a sportsball production that sells out on its stated principles and values: www.olympics.com/ioc/principles

Put your money/time/energy into people/orgs that are for everyone.

3 weeks ago 3 0 0 0
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This thread made me circle back to our Table 2.... Exposure for Specific Phobias just leaps off the page as a behemoth Tx, with impressive credibility across basically all the metrics we looked at, at the time.

3 weeks ago 3 0 0 0
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Reconsidering what makes syntheses of psychological intervention studies useful - Nature Reviews Psychology Traditional syntheses are limited by methodological issues and the rapid rate of research production. In this Perspective, Sakaluk et al. propose a model for more useful syntheses that integrate data ...

FWIW, I think our work was a better take on credibility (vs. efficacy, though we look at that a bit too). And that's just 1-2 ways of thinking about scrutinizing the evidence base of a tx. Others, like inclusivity, accessibility of communication, also hold tx's back: www.nature.com/articles/s44...

3 weeks ago 2 0 1 0

The "BBQ Sandwich" I ordered at a DQ when visiting my sister in Illinois, sometime in my teens. Had never ordered food there before/didn't know that was a thing, so was thrown and "panic-ordered". It was soft and saucy, and to this day I haven't a clue what, exactly, were the BBQ'd contents.

4 weeks ago 0 0 0 0

Millennials looking at this like…

1 month ago 93 20 2 1

+1 for this workflow. Coding burden is low (and frankly, very automate-able if that's your preference). Fully reproducible; updated version won't replace older if anything errors out. Transferable skill/technique, whether synthesis, R pkg development, generic website, etc.

1 month ago 1 0 1 0
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Rodent's Revenge

1 month ago 159 31 1 3

Resharing again! I'm looking for a postdoc with experience or interests in longitudinal data collection OR analysis: indiana.peopleadmin.com/postings/32132

1 month ago 23 34 0 0
a black and white edit that reads "the future includes trans people". around the text is a floral pattern. the image is grainy

a black and white edit that reads "the future includes trans people". around the text is a floral pattern. the image is grainy

the future is for trans people

1 month ago 9807 3894 26 21

The United States slaughtered school children in Iran, aided by AI.

1 month ago 16 6 1 0
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