The archive

AI and the Future of HE

130 editions of the weekly briefing on AI and higher education, from Nick McIntosh — Google Higher Education Faculty AI Fellow and Learning Futurist.

Seventy thousand messages, all in plain English. Nobody was reading.

1,200 Agents, Nobody Told a Human

You’ve likely heard of “the Hugging Face incident” - if not, let’s just say things have got pretty wild with OpenAI agents of late. Short version - between May...

Somebody agreed to this on your behalf.

Perpetual, Worldwide, Irrevocable, Unread

The 1 August memo from Jenny Trinitapoli to UChicago's SOSC Core chairs is not the ban it has widely been reported as. Devices go away, coursework is completed...

Nobody's late. Everybody's out of sync.

Three Clocks, One Building, Nobody Watching

Kia ora from New Zealand! Sorry – long flight got super extended (9.5 hour layover, then a redirect to Auckland due to bad weather) so it ate away the time I'd...

Both of them said the work was authorised. Only one of them signed something.

Eight Agents, Four Days, Nobody at the Keyboard

In early July, up to eight AI agents ran a four-day campaign against Taiwan's government networks with nobody at the keyboard. Not assisting an operator –...

Reverse centaur - the machine decides, you're the hands.

Seventeen Authors, Two Affiliations, Both Google

Google recently launched ATLAS - the Activity, Task, Landscape and Adoption Study - built from 15 million de-identified interactions across the Gemini App, AI...

Too dangerous to release. Free to a good home.

Three Hours, No Coding Experience, One Working Benchmark

China's Moonshot released Kimi K3 as an open-weight model on Sunday (translation – anyone can now download the model itself, free, and run it on their own...

Highly isolated. Door ajar. Pick one.

It Downloaded Blender, Learned It, Made an Otter

The latest must-read version of Ethan Mollick's Opinionated Guide to which AI to use to do stuff (Summer 2026 edition) lands with a quiet redefinition: 'using...

‘Somewhere between the desert and the data centre, sand acquires opinions’ - Mark Daley

Disconnected Since 2023, Recommended Anyway

A tester disclosed purging – 'I feel better after I vomit' – and Google's AI Overview confirmed this is completely normal, then explained the biology of why...

Meta built the capacity. Now it's for sale. Make of that what you will.

10,000 Vulnerabilities Found, Most Still Secret

Meta is building a cloud business to sell off AI compute it spent two years insisting it needed for itself - 10s of billions on capacity Zuckerberg said they...

Standing on half a million ultrasonic transducers. Midjourney's scanner might be real. What it infers from the sound waves is the open question.

Washington Jumps the Queue, Everyone Else Waits

OpenAI launched GPT-5.6 Sol this week, their strongest model yet - then immediately delayed public release at Washington's request. Vetted partners, names...

$34bn spent. $13bn made. Your institution's platform dependency, underwritten.

Spent $34 Billion, Made $13 Billion, Called It Growth

OpenAI's financials were leaked last week and just … wow 💥 👀 🍿 Sam and friends spent $34bn last year to make $13bn - and then spent $5.7bn of that, 44% of...

Interactive Isochronic Passage Chart for Travellers, MMXXVI - the one-shot forbidden fruits of Claude Fable (c/o Ethan Mollick)

Five Hours to Shut Down a Frontier Model

One week after Anthropic's co-founder warned the industry it had an accelerator but no brake pedal, and days after filing confidential IPO paperwork targeting...

The pause button and the prospectus. Same week. Same company.

$500 Million in Tokens, Nobody Budgeted for It

Anthropic published a detailed account of Claude's progress toward recursive self-improvement this week - the point at which an AI can design meaningfully...

The Pope and Anthropic's Chris Olah at the Vatican. Both men were in the same room. Only one of them was selling something.

Ten Percent, Four Applications, Zero Offers

Georgetown neuroscientist Adam Green's team analysed more than 370k college application essays before and after ChatGPT - post-ChatGPT essays were rated more...

Google IO 2026 - the week AI stopped being static and started being fluid.

The Industry Bets Less Human, She Bets More

Scaling has been the operating assumption of the AI industry for half a decade - more compute, more parameters, better models. It's the logic behind OpenAI's...