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Christopher Peters

@statwonk

decernhq.com, statwonk.com, Dad, Partner. Statistician-Econometrician-Engineer. AI Developer. Decision theory. Game theory. #autisticpride #9 at Zapier, first DS

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Latest posts by Christopher Peters @statwonk

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The asymmetry of the value placed on human life is so striking. Israel has a goal to recover 40-year-old remains; to do so, it invades a sovereign country, and the lives of 26 Lebanese are an afterthought. Their names not even worth printing in the New York Times.

07.03.2026 14:15 πŸ‘ 4877 πŸ” 1691 πŸ’¬ 73 πŸ“Œ 61
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Had to doublecheck the date on this

07.03.2026 16:00 πŸ‘ 9199 πŸ” 2707 πŸ’¬ 314 πŸ“Œ 198
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Simple, clear, devastating.

Month-to-date Strait of Hormuz journeys down 92% from February

46 transits over the first five days of March vs 561 transits by this point last month.

07.03.2026 15:58 πŸ‘ 217 πŸ” 59 πŸ’¬ 5 πŸ“Œ 9
MSN

> Intel report warns large-scale war 'unlikely' to oust Iran’s regime

www.msn.com/en-us/news/w...

07.03.2026 15:58 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
a graph of year-on-year change in US tech employment

a graph of year-on-year change in US tech employment

Brutal numbers for US tech sector jobs released todayβ€”overall, employment decreased by 12k last month and is down 57k over the last year

That's now nearly as bad as the worst of the 2024 tech-cession, and significantly worse than either the 2008 or 2020 recessions

06.03.2026 13:46 πŸ‘ 269 πŸ” 83 πŸ’¬ 7 πŸ“Œ 15
a graph of year-on-year change in US Blue Collar Employment

a graph of year-on-year change in US Blue Collar Employment

The US continues losing blue-collar jobsβ€”year-on-year job losses have hit 238k as manufacturing, transportation, & mining industries lose jobs at a rapid pace, while growth in construction remains low

06.03.2026 13:52 πŸ‘ 200 πŸ” 71 πŸ’¬ 5 πŸ“Œ 12
a graph of year-on-year change in US manufacturing employment

a graph of year-on-year change in US manufacturing employment

The US continues to lose manufacturing jobsβ€”payrolls are down 100k over the last year, & another 12k jobs were lost in February

Transportation (especially auto manufacturing), chemicals, & wood are the biggest losers, but few subsectors are doing well

06.03.2026 13:56 πŸ‘ 137 πŸ” 37 πŸ’¬ 3 πŸ“Œ 7

Job losses are consistent with AI labor substitution.

06.03.2026 13:33 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Knuth is a real one in many ways (these are screenshots from his homepage)

03.03.2026 23:34 πŸ‘ 40 πŸ” 8 πŸ’¬ 2 πŸ“Œ 0
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03.03.2026 23:40 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Pete Hegseth: "We're not following stupid Rules of Engagement."

03.03.2026 19:05 πŸ‘ 142 πŸ” 17 πŸ’¬ 7 πŸ“Œ 4
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Today in Iran…

03.03.2026 19:01 πŸ‘ 6046 πŸ” 2605 πŸ’¬ 502 πŸ“Œ 243

"Holy shit, did WE ever make the right decision" - The US Women's Hockey Team

25.02.2026 04:01 πŸ‘ 27313 πŸ” 3688 πŸ’¬ 205 πŸ“Œ 116
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Hines: I handled human trafficking cases all over Southeast Michigan. I believe survivors deserve justice, no matter who the accused is. Accountability cannot depend on whether someone is powerful, wealthy, or politically connected.

24.02.2026 18:34 πŸ‘ 6080 πŸ” 1495 πŸ’¬ 82 πŸ“Œ 45

I do the janky thing and resize my window lol. πŸ˜‚ I might do glimpse, or skimr::skim

22.02.2026 18:02 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

The _real_ cool kids aren’t -maxxing everything, they’re -uncertaintyquantifyying.

19.02.2026 01:42 πŸ‘ 24 πŸ” 4 πŸ’¬ 0 πŸ“Œ 1

Using Stan’s Pathfinder to init MCMC (and speed up warm up) 🀘😎

21.02.2026 00:55 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Oh cool! That’s awesome. These days MCMC is my bottleneck.

21.02.2026 00:52 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

True. I think data.table is marvelous. I prefer tibble, bc I find dplyr syntax easier to work with than dt's terse style. It won't surprise me if AI agents adopt data.table and start preferring it for dt's famed speed performance, bc I'm sure they can handle the syntax (better than I).

20.02.2026 18:09 πŸ‘ 1 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

> Supreme Court strikes down most of Trump's tariffs in a major blow to the president

Predictable.

www.nbcnews.com/politics/sup...

20.02.2026 16:04 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Agree, I love tibbles bc of how they pretty print. The default way data.frames will fully print is ... annoying to say the least (and can totally spoil a sesh).

20.02.2026 16:02 πŸ‘ 16 πŸ” 1 πŸ’¬ 4 πŸ“Œ 0
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AI-enabled robotics could shift the balance of power in global manufacturing, says CEO of Alphabet company When low labor costs aren’t the primary driver of manufacturing advantage, the world might experience a dramatic economic shift – and AI could be the key.

AI-enabled robotics could shift the balance of power in global manufacturing, says CEO of Alphabet company

18.02.2026 12:22 πŸ‘ 6 πŸ” 5 πŸ’¬ 3 πŸ“Œ 0
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I spoke to over 250 people in Overland Park, KS last night. They are organizing for voting rights and public schools and against a regime set on harming their neighbors.

They know what’s at stake in November.

18.02.2026 12:25 πŸ‘ 675 πŸ” 144 πŸ’¬ 5 πŸ“Œ 3

On the publication bias discourse, I regret that metascience has become a source of decontextualized, low-res, bean-counting-focused `science is in crisis' narratives. It is largely uncurious abt science, desperately lacking in theory & measurement. I'll quote a few takes I liked & add my thoughts🧡

13.02.2026 00:41 πŸ‘ 122 πŸ” 33 πŸ’¬ 3 πŸ“Œ 12

An excellent scientist designs an experiment overwhelmingly likely to reject.

Otherwise they’d be designing poor low powered experiments.

13.02.2026 00:53 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

A2S3 doesn't apply to breaking the law.

06.02.2026 03:32 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

"None of the funds made available by this Act may be used to prevent a Member of the House of Representatives or a Senator from entering a facility... for the purpose of conducting oversight."

Section 527, Division C, Public Law 118-47 (138 Stat. 460, 619)

06.02.2026 03:31 πŸ‘ 3 πŸ” 1 πŸ’¬ 2 πŸ“Œ 0

I was just denied entry to the Dilley detention facility while my constituent, seven-year-old Diana, remains inside.

What kind of sick, horrific conditions are children being forced to endure in there?

I will be back tomorrow. Accountability can’t wait.

06.02.2026 02:35 πŸ‘ 31094 πŸ” 9123 πŸ’¬ 963 πŸ“Œ 319

If you’re not using Claude Code, now’s the time to jump in!

06.02.2026 01:00 πŸ‘ 56 πŸ” 6 πŸ’¬ 8 πŸ“Œ 3
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Half of Japan’s samurai were women, groundbreaking exhibition at British Museum says β€˜Samurai’ explores over a thousand years of Japanese history related to the elite warrior class

> Half of Japan’s samurai were women, groundbreaking new exhibition at British Museum says

www.independent.co.uk/asia/japan/b...

05.02.2026 17:03 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0