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Rob Nelson

@ailogblog.bsky.social
1.3K followers 887 following 82 posts

writes at 𝐀𝐈 𝐋𝐨𝐠 www.ailog.blog teaches at Penn speaks at technology and education conferences

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Rob Nelson @ailogblog.bsky.social · 02/08/2026
Rolling along the world current everywhere open.substack.com/pub/ailogblo...
open.substack.com
Rolling along the world current everywhere
I’m still rolling this contraption of words, just not as often or as urgently as I once did.
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Rob Nelson @ailogblog.bsky.social · 24/05/2026
Watch your tone: language machines as writing technology open.substack.com/pub/ailogblo...
open.substack.com
Watch your tone: language machines as writing technology
We may say most aptly that the Analytical Engine weaves algebraical patterns just as the Jacquard loom weaves flowers and leaves.
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Rob Nelson @ailogblog.bsky.social · 12/04/2026
Pluralism in practice open.substack.com/pub/ailogblo...
open.substack.com
Pluralism in practice
Teaching with and without AI
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Rob Nelson @ailogblog.bsky.social · 05/04/2026
William James offers Pollan an expansive view, one that includes scientists measuring brain activity and novelists writing their characters’ subjective streams and biologists building weird robots and philosophers getting high on nitrous oxide while reading Hegel.
open.substack.com
The Pluralistic Universe of Michael Pollan
AI Log reviews A World Appears: A Journey into Consciousness
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Rob Nelson @ailogblog.bsky.social · 22/03/2026
This review of The Score by @add-hawk.bsky.social kicks off from Henry Farrell calling it “a book that absolutely ought not work, for the same structural reasons that bumblebees ought not be able to fly. The aerodynamics are all wrong. But good god, does it fly.” open.substack.com/pub/ailogblo...
open.substack.com
Yellow-breeched philosophy, or writing like a humble bee
AI Log reviews The Score: How to Stop Playing Somebody Else's Game
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Rob Nelson @ailogblog.bsky.social · 08/03/2026
I taught a course last fall titled "How AI is changing higher education." I had a blast. Trey Popp wrote about it. Writing about getting to the Funnery open.substack.com/pub/ailogblo...
open.substack.com
Writing about getting to the Funnery
Learning about AI through teaching about it
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Rob Nelson @ailogblog.bsky.social · 22/02/2026
Reading all the analogies about how the feelings just before the Covid shutdown in 2020 are like the feelings people have about Claude Code sent me back to William S. Burroughs, Laurie Anderson, and my favorite music video from the 1980s. Language is a virus. open.substack.com/pub/ailogblo...
open.substack.com
On the use of historical analogies in writing about AI
Something big is happening, but how do we describe it?
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Rob Nelson @ailogblog.bsky.social · 01/02/2026
Carney's speech showed that reading all of Thucydides's Melian Dialogue gives new meaning to “the strong do what they will, while the weak suffer what they must.” Similar wisdom is available to those who read all of Plato’s Phaedrus, and not just the famous bits. open.substack.com/pub/ailogblo...
open.substack.com
Ancient wisdom and evitable futures
On reading Plato and Mark Carney
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Rob Nelson @ailogblog.bsky.social · 11/01/2026
Maybe it’s not so much about touching grass as it is about touching code. Cory Doctorow uses a bad word repeatedly to argue we need to clean the systems that have turned the internet into a cesspit. Disenshittify U open.substack.com/pub/ailogblo...
open.substack.com
Disenshittify U
AI Log reviews Enshittification: Why Everything Suddenly Got Worse and What to Do About It
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Rob Nelson @ailogblog.bsky.social · 04/01/2026
My frustration at what feels like an increasing flow of LLM-generated words through my various feeds inspired me to write something. Not another hand-wringer about AI slop...This one celebrates my favorite discovery on Substack. Appreciating Rotten and Good open.substack.com/pub/ailogblo...
open.substack.com
Appreciating Rotten and Good
Is there anyone better at using the essay form to understand the experience of living and working within the institutional constraints of the modern research university than Rafe Meager?
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Rob Nelson @ailogblog.bsky.social · 07/12/2025
Disanthropomorphize Chat open.substack.com/pub/ailogblo...
open.substack.com
Disanthropomorphize Chat
Language without mind and the ends of OpenAI
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Rob Nelson @ailogblog.bsky.social · 23/11/2025
When it comes to teaching, we don’t need intelligent tools; stupid ones might come in handy. Language machines as educational technology www.ailog.blog/p/language-m...
ailog.blog
Language machines as educational technology
Alternatives to language-as-a-service
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Rob Nelson @ailogblog.bsky.social · 17/11/2025
As Silicon Valley “pivots” from building God to upselling their office productivity suites, I wonder if there are better uses for language machines than writing faster emails and summarizing pointless meetings. Language machines as spiritual tools www.ailog.blog/p/language-m...
ailog.blog
Language machines as spiritual tools
Alternatives to Language-as-a-Service
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Rob Nelson @ailogblog.bsky.social · 09/11/2025
Large language models are language machines, and we need to think about what they do with language as more than just "mathy math." Language Machines as Antimeme www.ailog.blog/p/language-m...
ailog.blog
Language Machines as Antimeme
AI Log reviews Language Machines: Cultural AI and the End of Remainder Humanism
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Rob Nelson @ailogblog.bsky.social · 05/10/2025
@orzelc.bsky.social has become one of my favorite higher education writers of late. But he is importantly wrong when he disagrees with Timothy Burke’s description of “the deal” offered to nine universities. Trump offers carrots to nine universities www.ailog.blog/p/trump-offe...
ailog.blog
Trump offers carrots to nine universities
And why Chad Orzel has me worried
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Rob Nelson @ailogblog.bsky.social · 21/09/2025
Why were so many university presidents and boards quick to undermine the principles and practice of academic freedom this past week? The answer has to do with who runs institutions of higher education, and how they think and don’t think about their work. www.ailog.blog/p/its-not-ch...
ailog.blog
It's not chickens all the way down
Higher education leadership in this moment of crisis
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Rob Nelson @ailogblog.bsky.social · 14/09/2025
This essay is better than the talk I gave at AC&U 2025-26 Institute on AI, Pedagogy, and the Curriculum on Friday because it reflects the collective intelligence of those who asked questions and made comments. What comes after the chatbot? www.ailog.blog/p/what-comes...
ailog.blog
What comes after the chatbot?
Notes and image credits for my talk at the AAC&U AI Institute
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Rob Nelson @ailogblog.bsky.social · 07/09/2025
The Lippmann-Dewey debate is a meme created in the 1980s, and used ever since to talk about a question intellectuals find endlessly fascinating: wouldn’t it be better if intellectuals ran things? Lippmann called this “as complete a delusion as perpetual motion.” www.ailog.blog/p/a-revery-e...
ailog.blog
A Revery Entertained by the Intellectual Class: Dewey and Lippmann Revisted
AI Log Reviews Superbloom, Part Two
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Rob Nelson @ailogblog.bsky.social · 31/08/2025
Nicholas Carr’s Superbloom brings to light our longstanding cultural habit of enthusiastically greeting each new social technology. You may be surprised to learn that this cycle goes back a ways. With a Certain Pathetic Moderation: AI as a New Social Medium www.ailog.blog/p/with-a-cer...
ailog.blog
With a Certain Pathetic Moderation: AI as a New Social Medium
AI Log reviews Superbloom by Nicholas Carr
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Rob Nelson @ailogblog.bsky.social · 29/08/2025
Ben Recht says it clearly and plainly. The way this technology is being commercialized matters. OpenAI is the worst. Courts should punish them. Consumers should boycott them. No educational institution should do business with them. The Banal Evil of AI Safety www.argmin.net/p/the-banal-...
argmin.net
The Banal Evil of AI Safety
Chatbot companies are harmful and dishonest. How can we hold them accountable?
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Rob Nelson @ailogblog.bsky.social · 24/08/2025
𝐀𝐈 𝐋𝐨𝐠 turns two years old tomorrow. To celebrate, I made a listicle and decided to reveal Phase 2 of my plan. Five things I have learned writing AI Log + Phase 2 begins www.ailog.blog/p/five-thing...
ailog.blog
Five things I have learned writing AI Log + Phase 2 begins
AI Log turns two years old and I celebrate with a listicle and a public declaration about my next writing project
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Rob Nelson @ailogblog.bsky.social · 17/08/2025
I will teach a class enrolling only first-year undergraduates this fall for the first time in years. We're going to have some fun reading, writing, and talking about AI. Shakespeare helped me figure out how to start things off. Get Me to the Funnery www.ailog.blog/p/get-me-to-...
ailog.blog
Get Me to the Funnery
An introduction to the course I will be teaching this fall about How AI Is Changing Higher Education.
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Reposted by Rob Nelson
Lance Eaton @leaton01.bsky.social · 14/08/2025
here's part 2 of the conversation with @ailogblog.bsky.social & the conversations he's looking to have with #highereducation institutions about #GenAI aiedusimplified.substack.com/p/give-ourse... #AIEdu #EdTech
Caricature-style illustration of a humanoid robot resembling a man, wearing thick black glasses and a green quarter-zip sweater with “LPS” on the chest. The robot holds an orange pencil upright in its right hand and a wooden stick in its left. Overlaid white text reads: “…give ourselves permission to experiment…” followed by “Part 2 of an interview with Rob Nelson.
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Reposted by Rob Nelson
Lance Eaton @leaton01.bsky.social · 11/08/2025
Part 1 of a conversation with the great, @ailogblog.bsky.social about what he's doing in the classroom around #GenAI #HigherEd #AIEdu #EdTech #Teaching aiedusimplified.substack.com/p/in-the-mod...
A man wearing glasses and a dark green quarter-zip shirt with the yellow letters "LPS" gestures with his right hand raised. Overlaid text reads: '"...In the mode of 'we don't know'" Part 1 of an interview with Rob Nelson.'
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Rob Nelson @ailogblog.bsky.social · 10/08/2025
This is not the first time newly elected Republicans have interested themselves in the affairs of universities and colleges. In 1819, we got corporate personhood redefined. What will get we get this time? To what problem is the modern American university a solution? www.ailog.blog/p/to-what-pr...
ailog.blog
To what problem is the modern American university a solution?
AI Log reviews "Dartmouth College V. Woodward: Colleges, Corporations, and the Common Good" by Adam R. Nelson
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Rob Nelson @ailogblog.bsky.social · 27/07/2025
"A university is definitely not a democratic institution" is truer today than when Dean Herbert Deane said it in 1968, and more true of Columbia than it was a week ago. Three bad ideas that are good for US higher education www.ailog.blog/p/three-bad-...
ailog.blog
Three bad ideas that are good for US higher education
Logpodge #10 is all about strawberry statements. Columbia could use leaders like Herbert Deane today. At least he had the courage of his anti-democratic convictions and spoke the truth.
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Rob Nelson @ailogblog.bsky.social · 13/07/2025
Small matters www.ailog.blog/p/small-matt...
ailog.blog
Small matters
Logpodge #9 When it comes to AI in education, models, teams, and ambitions should be small
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Rob Nelson @ailogblog.bsky.social · 06/07/2025
Socrates comes to mind when I am urged to teach AI literacy. There is a rumor, likely false, that Socrates himself was illiterate. Maybe he chose not to read and write, so great was his commitment to the kind of conversational back and forth we named after him. www.ailog.blog/p/a-phaedrus...
ailog.blog
A Phaedrus Moment
If Socrates was right, what do we make of Claude?
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Rob Nelson @ailogblog.bsky.social · 25/06/2025
Brad DeLong posted a double shot of analysis of what he calls Modern Advanced Machine Learning Models (MAMLMs). An excellent overview of the economic and organizational impact of this new cultural technology. Spreadsheet, Not Skynet: Microdoses, Not Microprocessors open.substack.com/pub/braddelo...
open.substack.com
Spreadsheet, Not Skynet: Microdoses, Not Microprocessors
The modest power relative to the size of the economy of GPT LLM MAMLMs as linguistic artifacts. Of course, since the economy is super huge, a relatively modest effect on it is still huge one. But...
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Rob Nelson @ailogblog.bsky.social · 22/06/2025
A defining characteristic of large AI models is to spiral or zigzag, introducing errors that no human would make. It is a better Clippy, a better tutor, and a better Eliza, except when it isn’t. After the AI bubble: ChatGPT as an off-modern educational technology www.ailog.blog/p/after-the-...
ailog.blog
After the AI bubble: ChatGPT as an off-modern educational technology
What does generative AI teach us by being weird?
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Rob Nelson @ailogblog.bsky.social · 15/06/2025
In my excitement to get to Q & A, I forgot to share the link to the references and image credits at a talk I gave earlier this week. Since several attendees started following me here, I’m sharing it now. Notes and image credits for "The Boring Revolution" www.ailog.blog/p/notes-and-...
ailog.blog
Notes and image credits for "The Boring Revolution"
My talk from Explorance World 2025
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Rob Nelson @ailogblog.bsky.social · 25/05/2025
Do large language models bring anything of value to the classroom or the workplace? If we stop pretending they are human, and instead, treat them as a new cultural technology, we might find out. Seriously, Let's Stop Treating LLMs like People www.ailog.blog/p/seriously-...
ailog.blog
Seriously, Let's Stop Treating LLMs like People
At least in the classroom and the workplace
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Rob Nelson @ailogblog.bsky.social · 19/05/2025
Wonderful piece illustrating how AI is a "normal technology" that has been marketed and used in ways that imagine it as something much, much more. I got fooled by AI-for-science hype—here's what it taught me www.understandingai.org/p/i-got-fool...
understandingai.org
I got fooled by AI-for-science hype—here's what it taught me
I used AI in my plasma physics research and it didn’t go the way I expected.
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Rob Nelson @ailogblog.bsky.social · 17/05/2025
Teaching with AI Redux www.ailog.blog/p/teaching-w...
ailog.blog
Teaching with AI Redux
I was speaking at a conference this week in Kansas City and got a question about where higher ed faculty might start to get up to speed on AI.
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Rob Nelson @ailogblog.bsky.social · 11/05/2025
Instead of almost AGI or a cultural apocalypse, let's think of large AI models as: a cultural and social technology a normal technology a technology to be used in the revival of management cybernetics. Here is a list. On Beyond AGI: A reading list of sorts www.ailog.blog/p/on-beyond-...
ailog.blog
On Beyond AGI: A reading list of sorts
Read / Watch / Listen to fourteen writers on the social uses of large AI models. Gopnik / Farrell / Narayanan & Kapoor / Mitchell / Shalizi / Evans / Davies / Pickering Breen / Allen / Fourcade & Heal...
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Rob Nelson @ailogblog.bsky.social · 08/05/2025
Does Ben Breen contradict himself? I find this essay large, to borrow Whitman’s famous line, and it waits on the door slab for the rest of us. AI makes the humanities more important, but also a lot weirder open.substack.com/pub/resobscu...
open.substack.com
AI makes the humanities more important, but also a lot weirder
Historians are finally having their AI debate
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Rob Nelson @ailogblog.bsky.social · 04/05/2025
On Monday, @benjaminjriley.bsky.social said mean things about NGO leaders and bureaucrats who celebrated Trump's executive order on AI in education. It made some people sad and confused. Kenneth Burke helps explain what's going on. Nobody here but us chickens www.ailog.blog/p/nobody-her...
ailog.blog
Nobody here but us chickens
How "trained incapacity" explains why leaders of NGOs are celebrating Trump's executive order on AI
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Rob Nelson @ailogblog.bsky.social · 27/04/2025
Large AI models are mycelia. Their outputs are occasionally delightful, often strange, and in some cases, unsafe to consume. There is a mushroom in my computer www.ailog.blog/p/there-is-a...
ailog.blog
There is a mushroom in my computer
Complex adaptive systems and social intelligence are ideas that help explain what large AI models do. That does not make their outputs safe to consume.
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Rob Nelson @ailogblog.bsky.social · 20/04/2025
Scott Alexander researches Stafford Beer by reading Twitter and reports that Beer is a lightweight. I’m with Kevin Munger on this one: “I'm glad that Stafford Beer is getting famous enough to be vacuously quoted by random people on Twitter!” www.ailog.blog/p/old-ways-o...
ailog.blog
Old ways of thinking about new problems
Management cybernetics is a old set of ideas. Stafford Beer and thinking about large AI models as a social and cultural technology together give us a way to approach new public problems.
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Rob Nelson @ailogblog.bsky.social · 16/04/2025
Big news in the let’s-develop-alternatives-to-AGI-instead-of-endlessly-arguing-about-AGI front! One way to start is to talk about them as normal technology rather than as magic that will replace or destroy humans. AI as Normal Technology www.aisnakeoil.com/p/ai-as-norm...
aisnakeoil.com
AI as Normal Technology
A new paper that we will expand into our next book
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Rob Nelson @ailogblog.bsky.social · 10/04/2025
open.substack.com/pub/timothyb...
open.substack.com
Academia: Thy Banners Make Tyranny Comfortable
Thursday's Child Has Far to Go
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Rob Nelson @ailogblog.bsky.social · 09/04/2025
Anthropic reports on education and announced "partnerships" with research universities, the answer to OpenAI's NextGenAI consortia. If OpenAI and Anthropic offered to pay you to be their customer, which would you choose? Boring revolutions and large-elbowed models www.ailog.blog/p/boring-rev...
ailog.blog
Boring revolutions and large-elbowed models
Logpodge #7 where I explain why last year's AI may be all you need and ask who benefits when OpenAI and Anthropic pay universities to be their customers. Hint: it is not the investors looking for a pa...
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Rob Nelson @ailogblog.bsky.social · 06/04/2025
The endless back and forth over AGI is getting stale. We need better ways to talk about what people should do when they use large AI models. @alisongopnik.bsky.social @himself.bsky.social @dsquareddigest.bsky.social offer that and more. On Beyond AGI! www.ailog.blog/p/on-beyond-...
ailog.blog
On Beyond AGI!
We need new language for talking about large AI models. Alison Gopnik, Henry Farrell, James Evans, Cosma Shalizi, and Dan Davies provide one.
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Rob Nelson @ailogblog.bsky.social · 29/03/2025
The important question facing teachers is which digital tools to use and why. I think the answer in class is zero because class time needs to focus on something besides digital tools. What is an LLM doing in my classroom? Part 4: What's Next www.ailog.blog/p/what-is-an...
ailog.blog
What is an LLM doing in my classroom? Part 4: What's Next
This essay is the fourth and final in a series about how I used generative AI in a class I taught in the fall term of 2024.
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Rob Nelson @ailogblog.bsky.social · 24/03/2025
At the end of this entertaining essay about AGI, Benjamin Riley reveals he will be speaking at the ASU+GSV Summit on "AI Will Not Revolutionize Education." I can't think of a title that cuts so directly against the grain of this conference. open.substack.com/pub/buildcog...
open.substack.com
EXCLUSIVE: AI Insider reveals secrets about artificial general intelligence
A watershed moment for Cognitive Resonance
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Rob Nelson @ailogblog.bsky.social · 19/03/2025
Arresting students, threatening enforcement actions, and canceling grants and contracts are causing chaos on campuses across the US. What happened to NYC last month means it could get worse. Can the Trump-Musk regime claw back funds already dispersed to universities? www.ailog.blog/p/can-the-tr...
ailog.blog
Can the Trump-Musk regime claw back funds already dispersed to universities?
An underappreciated risk to institutions of higher education is that the regime will do to a university what it did to New York City: claw back funds using the ACH system
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Rob Nelson @ailogblog.bsky.social · 16/03/2025
John Warner seems to have made it into the small club that actually makes a living as a writer. Will that club still exist next year? My answer is "yes," and his explanation of the value of writing is a big part of the reason. Writing after the homework apocalypse www.ailog.blog/p/writing-af...
ailog.blog
Writing after the homework apocalypse
ailog.blog reviews "More Than Words" by John Warner
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Rob Nelson @ailogblog.bsky.social · 13/03/2025
I have frequently borrowed Kevin Drum's charts. His passing is a loss for those who love blogging. This is a wonderful tribute to the work he did as a writer. And a lesson about how to think about data. A remembrance of Kevin Drum and his time-series charts open.substack.com/pub/computin...
open.substack.com
A remembrance of Kevin Drum and his time-series charts
Kevin Drum's writing was crystal-clear, heterodox, very opinionated, and often illustrated with time-series charts. Here's how I learned to love those charts by reading him.
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Rob Nelson @ailogblog.bsky.social · 09/03/2025
Like the press release last month announcing its partnership with California State University, I see NextGenAI as an act of desperation by a company that has yet to figure out a profitable strategy for selling what it hopes turns out to be an educational technology. www.ailog.blog/p/openais-ne...
ailog.blog
OpenAI's NextGenAI press release is horse of a different color
Like the press release last month announcing its partnership with California State University, I see NextGenAI as an act of desperation by OpenAI, a company that has yet to figure out a profitable str...
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Rob Nelson @ailogblog.bsky.social · 02/03/2025
The hype about how AI will create efficiencies combined with hiring and admissions freezes is a giant trap hidden in plain sight amid the turmoil and chaos of this month. It's Bad open.substack.com/pub/ailogblo...
open.substack.com
It's Bad
Here is my advice for higher education executives facing the unprecedented challenges of the coming years: invest in your people first and the technology only to the extent you can afford it. If you p...
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