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Kristina McElheran

@kmcelheran

Associate Prof at University of Toronto. Digitization scholar studying firm use of technology, productivity, strategy, and the future of work.

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Latest posts by Kristina McElheran @kmcelheran

Good thing I hadn’t seen this when we drove around to do cognitive testing on the Census MOPS survey!

Those, stories, of course, are confidential and protected by Federal Statute.

(Too bad. Some were hilarious!)

06.03.2026 13:25 πŸ‘ 3 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

If you took $1 billion and gave it to the endowment of a different small college each day, they could each provide a free college education to several hundred students per year in perpetuity. Instead we are using that money to bomb schools and kill students in Iran, for no clearly stated purpose.

06.03.2026 01:19 πŸ‘ 1920 πŸ” 611 πŸ’¬ 21 πŸ“Œ 13
small white dog with giant puff ball head

small white dog with giant puff ball head

the dog looked at me!

the dog looked at me!

this dog sat across from me in the train and the whole ride I tried to get him to look at me. he finally did after 1.5 hr

06.03.2026 04:52 πŸ‘ 1026 πŸ” 109 πŸ’¬ 25 πŸ“Œ 12
Newly-Shorn and Resenting-It Labradoodle

Newly-Shorn and Resenting-It Labradoodle

My dog was so overgrown and floofy (too cold in Toronto for haircuts), but it was cute and I almost told the groomer β€œcan you keep the hair on his head long?” I very-nearly had that instead of this

06.03.2026 13:01 πŸ‘ 6 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

morbidly curious about which wars of the past were "politically correct"

06.03.2026 05:17 πŸ‘ 501 πŸ” 62 πŸ’¬ 40 πŸ“Œ 0
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This is a real video from the official White House account on a war that is currently killing people. I don’t know how the US is going to come back from this.
The post was β€œJUSTICE THE AMERICAN WAY. πŸ‡ΊπŸ‡Έ πŸ”₯”

06.03.2026 08:22 πŸ‘ 3182 πŸ” 1107 πŸ’¬ 671 πŸ“Œ 1191

Remember when Rep. Greg Gianforte, now the GOP governor of the state, body slammed a reporter into a table?

We probably need to shut down the Montana Republican Party entirely until we can figure out where all this violent rage is coming from.

04.03.2026 23:44 πŸ‘ 3598 πŸ” 967 πŸ’¬ 155 πŸ“Œ 61

Ah a stolen valor guy. Yeah that fits.

β€œSheehy’s military colleagues reportedly do not recall him mentioning a gunshot wound or seeing such an injury at the time of his active service.”

05.03.2026 00:55 πŸ‘ 816 πŸ” 206 πŸ’¬ 5 πŸ“Œ 9
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Long COVID β€” Here’s What To Know And The Challenges Ahead Six years after the start of the COVID-19 pandemic, the virus still exists. A public health expert explains what Long COVID is, and the challenges associated with it.

Explicitly capitalist media again shares a new piece that Long COVID is concerning, has no cure and again, embarrassingly, is doing better public health comms about this than most public health orgs. www.forbes.com/sites/omeraw...

03.03.2026 21:52 πŸ‘ 333 πŸ” 135 πŸ’¬ 7 πŸ“Œ 10
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The robot kept shouting that it was looking for Sarah Connor.
So I hear.

03.03.2026 11:51 πŸ‘ 49 πŸ” 15 πŸ’¬ 6 πŸ“Œ 0

Mystery Solved! Turns out it is "Webinar.tv" whose disgusting and unethical business model is: register for a zoom call under a fake name and email address, record it without consent and put it on a public website with genAI summary and everyone's names and faces and then charge for access. WTAF.

02.03.2026 16:33 πŸ‘ 182 πŸ” 91 πŸ’¬ 7 πŸ“Œ 8
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I have seen a lot of cursed stuff in my time in academia but this is among the *most* cursed.
Grammarly is generating miniature LLMs based on academic work so that users can have their writing β€˜reviewed’ by experts like David Abulafia, who died less than two months ago.

03.03.2026 11:58 πŸ‘ 3510 πŸ” 1536 πŸ’¬ 97 πŸ“Œ 284
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NEW at SCOTUS: the court votes 6-3 to block a California law preventing public schools from outing gender-questioning students to their parents.

03.03.2026 00:09 πŸ‘ 362 πŸ” 158 πŸ’¬ 25 πŸ“Œ 47

A lot of people are looking at this as insider trading but it's an even bigger issue for national security if there was advance warning of air strikes.

01.03.2026 02:09 πŸ‘ 603 πŸ” 161 πŸ’¬ 17 πŸ“Œ 6

I am hopeful that the war in Iran will bring needed democratic change to … the United States of America.

28.02.2026 12:14 πŸ‘ 6265 πŸ” 1187 πŸ’¬ 261 πŸ“Œ 58
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This is Gus. He really likes helping bring in the groceries. Makes him feel super strong and super proud of himself. 13/10 we're proud of you too, Gus (TT: angieee677)

25.02.2026 23:36 πŸ‘ 8293 πŸ” 797 πŸ’¬ 181 πŸ“Œ 60

The Founders were so concerned about bribery that the Constitution forbids it three separate times (the two emoluments clauses and as the only name impeachable offense besides treason).

Exactly for this reason. A US president pocketing funds from foreign govts leads to actions against US interests.

26.02.2026 00:08 πŸ‘ 1123 πŸ” 421 πŸ’¬ 11 πŸ“Œ 5
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JD Vance: "We're announcing today that we have decided to temporarily halt certain amounts of Medicaid funding that is going to the state of Minnesota in order to ensure that the state of Minnesota takes its obligations seriously to be good stewards of the American people's tax money."

25.02.2026 21:51 πŸ‘ 2626 πŸ” 1064 πŸ’¬ 1775 πŸ“Œ 1579
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New details from Epstein files reveal Lutnick had years-long business tie with sex offender The commerce secretary apparently still hasn't come clean on his connection with Epstein.

A MOTHER JONES SCOOP! New details from Epstein files reveal Lutnick had a years-long business tie with the sex offender. This challenges his claim he had minimal contact with Epstein. The two were involved in a deal for six years, and an email shows they discussed it. @nlanard.bsky.social

23.02.2026 15:25 πŸ‘ 6169 πŸ” 3082 πŸ’¬ 271 πŸ“Œ 232

Many are appropriately outraged by Altman’s comments here implying that raising a human child is akin to β€œtraining” an AI model.

This is part of a broader pattern where AI industry leaders use language that collapses the boundary between human and machine.

🧡/

22.02.2026 19:29 πŸ‘ 491 πŸ” 199 πŸ’¬ 28 πŸ“Œ 22

And πŸ‡¨πŸ‡¦

23.02.2026 13:33 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

what if i told you OLS is AGI

23.02.2026 08:38 πŸ‘ 22 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

The β€œquietly retracted” part troubles me. This should be big and splashy and consequences severe.

23.02.2026 13:31 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

This is hard on my nervous system. Also, the dog’s.

22.02.2026 14:42 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Our dog is perplexed that we are staying in a shouting at the TV instead of walking in the woods like we usually do. Sorry, pup!

22.02.2026 14:11 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Same! But maybe should have dialed back the tea, today…

22.02.2026 14:09 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

A lot of people, including me, were wondering how an IRB could ever approve this study.

The answer is that no IRB did. The person who β€œsigned off” on approval from the only ethics board that reviewed it had resigned three years earlier. His signature was used without his knowledge.

21.02.2026 02:43 πŸ‘ 4284 πŸ” 2087 πŸ’¬ 86 πŸ“Œ 100
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COVID-19 vaccination status during pregnancy and preeclampsia risk: the pandemic-era cohort of the INTERCOVID consortium COVID-19 vaccination with a booster reduces the odds of PE by 30% approaching 60% reduction among women with pre-existing morbidities.

Remember when RFK Jr. unilaterally decided that COVID19 vaccines should no longer be recommended during pregnancy?

Well, COVID19 increases the risk of preeclampsia.

And it turns out that getting boosted, either before or during pregnancy, significantly reduces the risk of preeclampsia.

21.02.2026 21:16 πŸ‘ 2981 πŸ” 1248 πŸ’¬ 74 πŸ“Œ 49
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A fake ICE tip line reveals neighbors reporting neighbors A Nashville comedian’s deportation hotline, set up as a joke, has gone viral among viewers who say it shows the β€œbanality of evil personified” in the U.S. immigration crackdown.

New: A comedian set up a fake ICE tip line as a joke. Then 100 calls flooded in: neighbors ratting on neighbors, a teacher reporting a kindergartener. Fans say the viral TikToks revealed deportation's "banality of evil." Conservatives say he should be in prison wapo.st/4kM4qbF

20.02.2026 12:02 πŸ‘ 8017 πŸ” 2997 πŸ’¬ 274 πŸ“Œ 618
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Computer controversy continues - UPI Archives House Republicans continued their campaign against the White House's so-called Big Brother computer system Tuesday by challenging the Clinton administration...

I know it sounds like I'm writing from the 19th century but Republicans and the news media were once very very concerned with how the Democratic administration of Bill Clinton may have put names into a computer.

www.upi.com/Archives/199...

20.02.2026 13:00 πŸ‘ 23 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0