Great insights.
The concept of Metis (aka sailor smarts) is important when we think about differentiation with what AI and humas can each do well.
This makes me think of Horizon scanning as well and the shift from 'prediction' to 'awareness of signals'.
01.03.2026 00:05 β
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Expert Signals: Why Human Expertise Matters More ThanΒ Ever
AI excels at codifiable knowledge but can't transmit the situated, embodied expertise that makes human experts irreplaceable. Introducing expert signals.
New post: Expert Signals. I've been thinking about what human experts actually do that AI can't, drawing on James C. Scott's distinction between techne and metis. Read more... #ArtificialIntelligence #AIEducation #AIEdu #AIInEd #AIInEdu
28.02.2026 21:00 β
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YouTube video by ForbrukerrΓ₯det - Norwegian Consumer Council
A Day in the Life of an Ensh*ttificator
youtu.be/T4Upf_B9RLQ?...
In the wise words of Metallica, "sad but true".
28.02.2026 02:17 β
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That Won't Work, Bro
Announcing my new ed tech consultancy.
Maybe I shouldn't be, but I'm surprised people take this Alpha School thing at all seriously. Does no one remember Rocketship or AltSchool or the other attempts at this digitally automated schooling? Time to re-up this from the AltSchool days. www.insidehighered.com/blogs/just-v...
27.02.2026 13:17 β
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It seems like tech companies and governments are working hard to keep students from difficult experiences, you know, the experiences that are essential to actual learning.
27.02.2026 07:10 β
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Serious question - could the service provided to the killer be considered as aiding a mass murder?
27.02.2026 07:04 β
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How Teens Use and View AI
Just over half of U.S. teens say they've used chatbots for help with schoolwork, and 12% say theyβve gotten emotional support from these tools. Teens tend to view AI's future impact on their livesβ¦
A majority of teens AND PARENTS think it is okay for students to use #GenAI for homework/learning. Companies must design GenAI to help people actually learn, rather than offload learning. And we must educate people about when it is and is not a good idea to use GenAI for learning. #EduSky
25.02.2026 13:00 β
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I like this term, 'the instrumentalisation of everything'.
24.02.2026 11:18 β
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Hi Leon.
FYI, the link leads to a '404'.
15.02.2026 04:41 β
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I'm going to forward this to my teenage daughter. It's an insightful, honest take on the current state of finance.
08.02.2026 23:05 β
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Opinion | The Finance Industry Is a Grift. Letβs Start Treating It That Way.
"Politicians should condemn financialization as not only harmful but also absurd. That will lose them support from several very rich donors but gain them support from many more constituents. Same goes for university leaders."
[Gift link]
08.02.2026 20:49 β
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Q: Gemini, what does 'Rats leaving a sinking ship' mean?
A: In maritime lore, it refers to rats fleeing the lowest, water-logged decks of a doomed vessel.
In business, it describes top talent or employees leaving a company that is experiencing, or about to experience, significant trouble.
03.02.2026 20:41 β
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Learners and educators are AIβs new βsuper usersβ
Googleβs 2025 Our Life with AI survey found people are using AI tools to learn new things.
Google's annual AI survey with Ipsos indicates "learning" is the #1 use of AI, overtaking "entertainment."
But "learning" can mean *anything*. You can learn conspiracies, recipes, videogame cheats, whatever.
This is not "education" as it deliberately blurs it here
blog.google/products-and...
31.01.2026 23:29 β
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Screenshot of interview with Geoffrey Hinton, reading:
"A normal teacher is in broadcast mode in a classroom, where they're telling the children the answers to questions the children didn't just wonder about," Hinton said. "Whereas with an AI tutor, the AI tutor can always be telling you the answers to questions you did just wonder about, and you learn much faster that way."
Hinton said the Alpha School was expensive because AI is expensive, but said he expects it to become much cheaper as the technology becomes more affordable."
He may be a "Godfather of AI" but Geoffrey Hinton has no idea about education or teaching and should really quit doing uninformed, straw man-bashing, free marketing for right-wing billionaire- and investor-backed private, anti-DEI, automated schooling outfits www.businessinsider.com/godfather-ai...
31.01.2026 22:32 β
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YouTube video by ManicStPreachersVEVO
Manic Street Preachers - If You Tolerate This Your Children Will Be Next (Official Video)
A song for the times.
youtu.be/cX8szNPgrEs?...
31.01.2026 08:02 β
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*for coding use in this example
31.01.2026 04:38 β
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Cognitive offloading is the norm for AI users at work, leading to reduced development of expertise,
*EXCEPT* when it is used to build comprehension (by asking follow-up questions, requesting explanations, or posing conceptual questions).
It's a tool. It's how you use it that matters.
31.01.2026 04:34 β
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Never mind the jobs you had, tell me five classes you took at university (I'll try this again)
-Innovations in learning tech & practice
-learning tech research frontiers
-Systems, change & learning
-dssign for learning
-existential lit
30.01.2026 23:58 β
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Agree. It just that it makes me think of the guns don't kill people, people kill people argument.
29.01.2026 22:55 β
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Verifying that a reference is correct is not the same as referencing papers that you've read and understand and use as an existing body of evidence which you build from.
Veryifying references is retrofitting or cherrypicking research that supports your argument. That's poor research.
29.01.2026 20:59 β
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"When asked about the possibility of the AI model confabulating fake citations, Weil acknowledged that βnone of this absolves the scientist of the responsibility to verify that their references are correct.β
They're placing the blame on the user (and subsequently on editors), not on the technology
29.01.2026 20:41 β
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TikTok users βabsolutely justifiedβ in fearing MAGA makeover, experts say
TikTokβs tech issues abound as censorship fears drive users to delete app.
βWhen your βbugβ consistently affects anti-Trump content, Epstein references, and anti-ICE videos, youβre looking at either spectacular coincidence or systems that have been designed to flag and suppress specific political content.β
28.01.2026 18:13 β
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Are you YES AI or NO AI? Vote now.
Did anyone ask you? Now someone is.
I switched to DuckDuckGo recently BECAUSE I can disable the AI slop. I don't want it, never will.
voteyesornoai.com/vote/no
20.01.2026 21:00 β
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"We will ban you and ridicule you in public if you waste our time on crap reports."
Junk AI work again overwhelming volunteers.
22.01.2026 23:40 β
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There are adults in the room once again.
21.01.2026 12:52 β
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Aristotle's intelligence types are: scientific knowledge (epistΓͺmΓͺ), technical skill (tΓ©chnΓͺ) and practical wisdom or the ability to judge the right course of action (phrΓ³nΓͺsis).
Trump has little no none of these 3, but has cunning intelligence (mètis).
19.01.2026 02:37 β
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What a waste of researchers' time to have to counter false claims propelled forward by an ideological agenda.
18.01.2026 23:34 β
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When you use AI to cut corners in academic publishing, you disrespect editors' and reviewers' time and endanger their reputations.
You will be judged and it will be justified.
Your aim should not be to get published. It should be to produce something worthy of publication.
18.01.2026 22:49 β
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