# Nick Mcintosh
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Top podcast episodes featuring nick mcintosh.
The AI Tutor Flopped, So They Built the AI University
Khan Academy's AI tutor Khanmigo quietly flopped — students didn't use it, teachers walked away, and Khan Academy's own chief learning officer admitted she isn't seeing the revolution she was promised. So instead of fixing the tutor, Khan Academy, TED and ETS announced a new institution: the Khan T…
So, we need to talk about world models
This week on Adjunct Intelligence, Dale Leszczynski and Nick McIntosh work through one of the busiest weeks in recent AI history. World Labs' Marble is publicly available. Google DeepMind's Genie 3 is generating navigable photorealistic 720p worlds at 20–24 frames per second. Gemini Omni Flash has …
You Don't Learn AI From Trend Reports — You Learn It by Poking at It
There's no dramatic moment where you suddenly believe in AI. It's usually something small and slightly embarrassing — a task you dreaded that suddenly has another gear. In this episode of Adjunct Intelligence, Dale Leszczynski and Nick McIntosh skip the trend reports and walk through the exact mome…
Dr Leon Furze - Students Hate AI and They Can't Stop Using It
Dr Leon Furze started his PhD on automated writing technologies on 15 November 2022 — ChatGPT launched 15 days later. Three years on, he joins Dale Leszczynski and Nick McIntosh on Adjunct Intelligence to argue that being critical of AI doesn't mean being against it. The conversation covers why edu…
AI Detectors don’t work. Full stop. Let’s move on.
Asked whether universities can still guarantee a student actually learned something, one of the field's most respected assessment researchers said no. This is the honest version of the AI and assessment conversation in 2026 — not the keynote one.
Dale Leszczynski and Nick McIntosh work through the …
Senior Skills, Day One - Has AI re-specced the career ladder?
Experienced developers in METR's randomised trial felt 20% faster with AI and measured 19% slower — a 39-percentage-point gap between feel and fact. Dale Leszczynski and Nick McIntosh take that perception problem into the graduate employment data: Stanford's Canaries in the Coal Mine payroll resear…
Your AI Contract has a 4th year you can't afford.
Nobody who signs a five-year enterprise AI agreement can tell you what year four costs. Dale Leszczynski and Nick McIntosh spend this episode on the question underneath the AI bubble talk: why the tools universities now run on are priced by someone else's fundraising round, and what happens when th…
Lisanne Bainbridge Called This in 1983 - we have the rules already
After endoscopists started using AI detection tools routinely, their own unassisteddetection rate fell from 28.4% to 22.4%. Most professions have no number like that —which doesn't mean it isn't happening to them.Dale Leszczynski and Nick McIntosh work through a claim: nearly every AI problemorgani…
The Frontier Went Downloadable in Five Weeks
Dale Leszczynski and Nick McIntosh work through the five weeks that changed who controls frontier AI, and what it means for institutions that have spent three years assuming they'd always be renting. Nick argues the American strategy is the pharmaceutical playbook — expensive at home, high margins,…
Just Redesign Your Assessment. Okay. How?
“What do I do?”
After watching AI tackle a live assignment brief, a program manager asks the question that a policy document cannot answer for her. She has hundreds of students, multiple locations and a teaching team. She needs a workable next step.
This week, Dale Leszczynski and Nick McIntosh exp…
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I have no special talent. I am only passionately curious, and
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‐ Albert "Llamacorn" Einstein
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