Mark

Educator, Reader, Thinker, Writer, Runner

Language and Literacy Blog
Schools & Ecosystems Blog
Mark boosted:
2026-02-15

A Slow Thinker’s Guide to Surviving the AI Apocalypse

https://twitter.com/mattshumer_/status/2021256989876109403

Last week, this thread by Matt Shumer went viral and ricocheted through my group chats. The pacing was thriller-novel tight, the emotional hooks were deep, and the argument felt terrifyingly inevitable. The reaction from my friends was universal: “Oh shit.”

The logic goes like this: New Blackwell-trained models (Opus 4.6, Codex 5.3) are a step change. Because they code well, screen work is dead. Self-improvement loops are real. Therefore, mass unemployment is imminent.

For 24 hours, I sat in that familiar stew of tech-induced anxiety. I felt like I had two choices: surrender to the algorithm or live in a cave.

But here’s the thing: I grew up in a household of geniuses where I was arguably the human equivalent of a dial-up modem. I am slow. But, being the slowest person in the room has a hidden perk: while everyone else is sprinting toward the conclusion, I’m often the one staring at the map, and at times noticing the bridge is unguarded.

So, I started looking for plot holes.

First, the author leaps from capability to deployment with the grace of a gazelle, but the logic lands with a thud. Just because a model can do the job, doesn’t mean an enterprise – stuck together with duct tape and legacy code – adopts it next Tuesday. The narrative conveniently ignores the “Verification Tax.” If it takes me just as long to verify the AI’s code as it does to write it, the revolution is going to be stuck in buffering mode for a while (like my brain).

Second, they treat job loss as the only economic outcome. As Connor Boyack points out, that is myopic.

https://twitter.com/cboyack/status/2021647373571862952

Businesses don’t just want to cut costs; they want to increase Enterprise Value. If an LLM makes me 10x faster, a smart business doesn’t fire me; they use that leverage to do 10x more work.

…we are living in a petri dish of the future. Some of us are hopeful. Some of us are terrified. Most of us are both, often in the same hour. And into that vacuum of uncertainty there is a torrent of speculation dressed up as prophecy.

On my Om

There is a thrill in dismantling a prophecy to find the speculation underneath.

So, here is my spiritual spin on the “end of the world:”

Uncertainty causes anxiety. That’s natural. But don’t let a viral thread frame your reality. Don’t jump to the shortest, scariest conclusion.

Give yourself permission to be curious instead of terrified. Be experimental. Change your mind six times before lunch. Anxiety never helped anyone make a good decision, so use this moment to play.

If it’s fun, you’re winning. Keep Calm and Tinker On.

🙏

p.s. I also recommend you follow some of the links in Om’s post as it also puts into question some of the reasons why these extrapolations and generalizations from the specific author can is also sus.

#ai #anthropic #building #claude #Codex #coding #gemini #google #llm #openai #opus #products #software #softwareDevelopment #tech #technology
Mark boosted:
FredKiesche 🇺🇦FredKiesche@dice.camp
2026-02-15

“I think we are moving into extremely volatile and dangerous times, as modern electronic technologies give mankind almost unlimited powers to play with its own psychopathology as a game.” (J.G. Ballard)

2026-02-10

"To decipher the rules, Crist’s team programmed two AI agents to play the game over and over again using more than 100 different sets of rules taken from other known European games, both ancient and modern. As the AI agents played—1,000 games per set of rules—the researchers tracked how the pieces moved. Then they compared the moves with the levels of wear on areas of the board, tracing which gameplay seemed to replicate grooves on the stone."

scientificamerican.com/article

Mark boosted:
2026-02-08

Each time I see cycleways & paths still treacherous hours after the roads have been cleared, I recall this 99% Invisible episode.

"In Sweden, the council reversed its approach and plowed side-roads & paths first. It had a huge impact, reducing number of people admitted to emergency centres, particularly women. It had an economic impact from lower healthcare costs. Driving through a few inches was less dangerous than walking through snow, particularly if pushing a pram."

99percentinvisible.org/episode

Mark boosted:

The sound of "belching" in Slovak!
#language #linguistics #onomatopoeia #maps

Map of Slovakia overlaid with "grg".
Mark boosted:
Augie Rayaugieray
2026-01-27

I'm not saying the Trump administration is turning the US into a dystopian hellscape, but when the local newspaper needs to help you identify what toxic gas Federal agents are unleashing on citizens, I think it speaks for itself.

Post by Minnesota Star Tribune: 

Here's how to identify some crowd control munitions, canisters of which federal agents have left on the ground after deploying them against people in Minnesota. http://bit.ly/3YWp1jE 

Graphic by Mark Boswell/The Minnesota Star Tribune

The accompanying graphic shows five kinds of gas grenades, address some that are toxic and corrosive.
Mark boosted:
2026-01-26

We knew this was coming, but now the clock is running. From Privacy International:

"Yesterday the Trump Administration announced a proposed change in policy for travellers to the U.S. It applies to the powers of data collection by the Customs and Border Police (CBP)."

"If the proposed changes are adopted after the 60-day consultation, then millions of travellers to the U.S. will be forced to use a U.S. government mobile phone app, submit their social media from the last five years and email addresses used in the last ten years, including of family members. They’re also proposing the collection of DNA."

PI linked to and summarized a Federal Register entry describing the proposed requirements:

-All visitors must submit ‘their social media from the last 5 years’

-ESTA (Electronic System for Travel Authorization) applications will include ‘high value data fields’, ‘when feasible’
‘telephone numbers used in the last five years’
-‘email addresses used in the last ten years’
-‘family number telephone numbers (sic) used in the last five years’
-biometrics – face, fingerprint, DNA, and iris
-business telephone numbers used in the last five years
-business email addresses used in the last ten years.

privacyinternational.org/news-

The Federal Register entry says comments are encouraged and
must be submitted (no later than February 9, 2026) to be assured of consideration.

Federal Register entry: govinfo.gov/content/pkg/FR-202

Mark boosted:
Metin Seven 🎨metin@graphics.social
2026-01-25

Obviously, being active on Mastodon is the healthiest of all sitting activities… 😉

Not All Sitting Is Equal. One Type Was Just Linked to Better Brain Health.

sciencealert.com/not-all-sitti

#article #science #research #brain #neuroscience #knowledge #info #information #reading #health #mastodon

2026-01-24

"RFK Jr. doesn’t have a weird voice because of vaccines. And it’s not genetic either. It’s voice. He has a weird voice because he used to be a junkie."

crookedtimber.org/2026/01/24/a

2026-01-24

“Men drink more, binge-drink more and generally do dumber things when impaired,” said Tim Naimi, director of the Canadian Institute for Substance Use Research and another author of the alcohol report.

For Men, How Much Alcohol Is Too Much? - The New York Times
nytimes.com/2026/01/16/health/

2026-01-24

"FastRender is effectively using a full browser rendering engine as a "hello world" exercise for multi-agent coordination!"

Wilson Lin on FastRender: a browser built by thousands of parallel agents
simonwillison.net/2026/Jan/23/

Mark boosted:
Miguel Guhlinmguhlin@zirk.us
2026-01-22

AI Policy NotebookLM

Eric Curts has released a NotebookLM on AI Policy Guides: I recently collected over 40 of the best examples I have come across from states, schools, and organizations, and uploaded them all into a public notebook in NotebookLM. Having done this myself but with ChatGPT Custom GPTs, Perplexity, and BoodleBox Bots, I can't wait to see when Eric connects the NotebookLM to a Google Gem.

mguhlin.org/2026/01/21/ai-poli

Mark boosted:
Project Gutenberg New Booksgutenberg_new
2026-01-12
Mark boosted:
2026-01-10

What We Learned from Research in 2025

I haven’t written many posts in 2025; here are the measly few I’ve managed to squeak out:

While my bandwidth to peruse research has diminished this year (work has been busy, and I like spending time with my children) I have still encountered a fair number of compelling studies. In keeping with the tradition begun in 2023, and building on last year’s review, I am endeavoring to round up the research that has crossed my radar over the last 12 months.

This year presents a difficult juncture for research. Political aggression against academic institutions, the immigrants who power their PhD programs, and the federal contracts essential to their survival has disrupted research. Despite this, strong research continues to be published. Because research is a slow-moving endeavor, I suspect the full effects of these disruptions will manifest increasingly in future roundups; for now, the good work persists.

The research landscape of 2025 highlights a continued shift toward experience-dependent plasticity. This view treats the human mind as a dynamic ecosystem shaped by biological rhythms, cultural “software,” and technological catalysts. Learning is no longer seen as a linear accumulation of skills, but as a sophisticated orchestration of “statistical” internal models and external social and cultural and technological attunements.

Longtime readers will recognize this “ecosystem” view from my other blog on Schools as Ecosystems. It is validating to see the field increasingly adopting this ecological lens—viewing the learner not as an isolated machine, but as an organism deeply embedded in a biological and cultural context.

Our “big buckets” for this year have ended up mirroring the 2024 roundup, which means, methinks, that we have settled upon a perennial organizational structure:

  • The Science of Reading and Writing
  • Content Knowledge as an Anchor to Literacy
  • Studies on Language Development
  • Multilinguals and Multilingualism
  • Rhythm, Attention, and Memory
  • School, Social-Emotional, and Contextual Effects
  • The Frontier of Artificial Intelligence and Neural Modeling

Let’s jump in! [...]

languageandliteracy.blog/what-

Mark boosted:
Paolo Melchiorrepaulox@fosstodon.org
2026-01-01

I suggest you support Standard Ebooks 📚

“Standard Ebooks is a volunteer-driven project that produces new editions of public domain ebooks that are lovingly formatted, open source, free of … copyright restrictions, and free of cost.” ⚖️

See what’s free to read on January 1 👇
standardebooks.org/blog/public

Please boost 🙏

#StandardEbooks #PublicDomain #PublicDomainDay #Copyright #Ebooks #OpenSource #FreeSoftware #Python

CC @standardebooks

Various electronic devices showing the same ebook on the screen.
2025-12-18

"The ayahuasca-induced bot provided some impressively creative and “free-thinking answers” in a completely different tone to the one Amjadi was accustomed to with ChatGPT."

People Are Paying to Get Their Chatbots High on ‘Drugs’ | WIRED
wired.com/story/people-are-pay

Mark boosted:
2025-12-15

Thought it would be fun to count down to the #holidays by sharing #Free, #Libre and #OpenSource #software. Here's my list of educational #FLOSS #games codeberg.org/lmemsm/delightful Feel free to share your favorite #FOSS #programs. Merry #Christmas and #Kwanzaa, happy #Hanukkah, #Yule and #Solstice. #FreeSoftware #education

Mark boosted:
Climate News Nowclimatenewsnow
2025-12-13

Zillow deletes climate risk data from listings after complaints it harms sales.

The site removed the feature after real estate agents and some homeowners alleged that the scores appear arbitrary and hurt sales.

grist.org/housing/zillow-delet

Mark boosted:
Dare Obasanjocarnage4life@mas.to
2025-12-11

Some argue Democrats overplayed their hand with “wokeness” like supporting DEI, trans rights and pronouns in bio. I also think Republicans have now overplayed the “anti-woke” hand with virulent racism and literal Nazi era talking points and tactics being their mainstream positions.

Client Info

Server: https://mastodon.social
Version: 2025.07
Repository: https://github.com/cyevgeniy/lmst