Kristina McElheran

@kmcelheran.bsky.social

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

Just your regular reminder that: 1) Almost everyone has an underlying health issue if you look hard enough 2) People with underlying health issues don't deserve to die for eating lettuce 3) We should be strengthening, not weakening our regulatory processes. And properly funding them.

The New York Times@nytimes.com · 3d ago

Breaking News: Two deaths in Michigan have been linked to cyclospora. Both people who had the parasite also had underlying health issues.

It's not just Google Maps. AllTrails put genAI into their system last year and it has screwed everything up so badly I would never use it for hiking, purely for safety reasons. Some things require long years of practical, experiential knowledge. Walking in the 'wilderness' is one of those things.

Kathleen Bachynski@bachynski.bsky.social · 3d ago

“We’re so used to using Google Maps in our everyday life that I think when people are starting to get into hiking, they think that probably Google Maps will work for backcountry use as well, and that’s just not the case,” said John Blown, of North Shore Rescue, a team based in British Columbia.”

“the virus could be easily misdiagnosed as Lyme disease…highlights “the need for expanded viral surveillance, clinical testing and assay development to improve clinical decision-making and inform tick-borne disease epidemiology and vector management.” So, Science.

First Case of Bourbon Virus, Which Is Untreatable and Potentially Fatal, Confirmed in New York

The first confirmed case of the tick-borne Bourbon virus, which is extremely rare and potentially fatal, has been identified in New York.

people.com

I worry that most cynical among us, hopped up on 30 years of law and order rhetoric, will say "this is the system working: he didn't do anything wrong and now he's free." As if the terror and wide-scale publicity of an arrest and federal prosecution is not a horrible punishment in and of itself.

CNN@cnn.com · 5d ago

The Justice Department is admitting that a $14 million renovation on the Lincoln Memorial Reflecting Pool in Washington, DC, was flawed, and is dropping the criminal case against a former Olympian that accused him of damaging the pool, according to a new court filing. https://cnn.it/3RJJnwj

My hot take is that this is telling us more about organizational immaturity to wield this technology than the tech itself. Anyone who has been inside a firm with proper process control (Toyota auto plant, e.g.) knows what I mean.

Karl Bode@karlbode.com · 6d ago

I want you to notice how the New York Times does not think it's important to mention that both the OpenAI and Anthropic "AI gone rogue" hack events were completely avoidable and caused by human error

Indeed, and while tech usually scales, AI itself does not. Those same hyperscalers carry >$1.2 trillion in off-balance-sheet debt for data centers precisely because AI unit costs don't go down with scale (much less reach "near-zero"). AI requires hefty compute costs every single time it's run.

JW Mason@jwmason.bsky.social · 6d ago

It is certainly true that the tech sector enjoys increasing returns. But it is *not* true that this is a difference from "traditional production industries" - increasing returns are ubiquitous in manufacturing. giftarticle.ft.com/giftarticle/...

Americans have more confidence in higher education than in big tech companies, and the gap is growing rather than shrinking. The higher ed-doomsday pundits need to get on board with the real vibe shift in public trust that is happening right now.

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Mark Copelovitch@mcopelov.bsky.social · 2w ago

I look forward to all the reports & coverage about all of the internal problems & mistakes of all of these other institutions, in the same way that universities are constantly blamed (& blaming themselves) for “declining trust.” “Compared to what?” news.gallup.com/poll/712436/...

A clip from a freight train stopped in a wildfire near Armstrong, Ontario. Thankfully, the crew escaped safely. Wildfire is nothing new but the burning of fossil fuels is making them larger, more frequent and severe.

Eva Holland@evaholland.bsky.social · 3w ago

Astonishing video of a freight train's crew, stopped in the midst of a raging wildfire near Armstrong, Ontario, in order to let another oncoming train pass: www.instagram.com/reel/DaymbMr...

A 3-year-old girl watched ICE murder her father yesterday. We all watched Sebastian Guerrero’s final moments through our phones. We can scroll away — but Sebastian’s 3-year-old daughter cannot.

"the American Astronomical Society said the endeavor cannot be considered to serve the public interest and would waste taxpayer $ by wrecking the work of federally funded astronomical facilities even as it brought untold risks to people and wildlife" Gift article. www.nytimes.com/2026/07/10/c...

F.C.C. Approves Test of Space Mirror to Light Night Sky Despite Outcry (Gift Article)

A start-up company has permission to try its plan to bounce solar rays onto the dark side of Earth, turning night to day for a three-mile-wide patch.

nytimes.com