Home Speakers Azeem Azhar Quote Cognitive offloading is a strategic delegation that costs nothing. Cognitive surrender is something different; an uncritical abdication of reasoning itself. And there is something about AI, about its allure and potency, that could make surrender far more widespread.
Words found on the source page on Nov 6, 2026.
More from Azeem Azhar Blog AI politics & the future of growth #602 Sep 19, 2026
If American businesses keep buying and American voters hate it, this will end up settled in the political arena. Blog AI doesn’t need a mind to run amok Sep 19, 2026
If the Hugging Face attack needed an Astra-quality, unreleased model from OpenAI, well, within a year or two, that sort of capability will cost a tenth and might even run on any device anywhere. Blog AI doesn’t need a mind to run amok Sep 19, 2026
Software has a way of turning one isolated example into a hundred, then a thousand, then a million, without much else changing. Blog AI politics & the future of growth #602 Sep 19, 2026
We have to hold in our heads that most Americans appear to loathe AI, but businesses and consumers seem to like it enough that Anthropic is well on its way to $100bn in annualised revenue this year. And despite being on track to be the fastest-growing company ever, Anthropic’s leadership believes they might kill all their customers. Blog I do not want your brains to rot Sep 17, 2026
Now advanced AI encourages us to delegate more and more, simpler and simpler tasks, weakening the practices that maintain our cognitive capacities. Blog What would Adam Smith make of AI? Sep 15, 2026
I reckoned he’d love the technology as a productivity tool; he’d be skeptical about companies working together on any issue; and he’d be concerned about giving moral agency to machines. Blog Look up, the curve turned #601 Sep 13, 2026
Even in a world that is speeding up, it takes time to make changes inside a firm, let alone across an economy. Blog Look up, the curve turned #601 Sep 13, 2026
I believe we’ll look back on the week of 6th September as the moment we felt the curve of AI turn upwards and strain many of our previously held assumptions. Blog Look up, the curve turned #601 Sep 13, 2026
Our own models land closer to Anthropic’s “substantial scenario,” where AI adds about 8.3% to US GDP by 2030, so its impact is initially slightly lower than the Internet’s at its peak before picking up rapidly. Blog Look up, the curve turned #601 Sep 13, 2026
The proof AI produced runs to more than 500 pages and will not be intelligible to any human. That is a strange milestone in our history, in philosophy, in science and in mathematics that could fundamentally change our relationship with knowledge – humans won’t be able to inspect the proof, or understand it at all.
On the same topics Blog The Overhang Sep 18, 2026
In fact, the new GPT-6 Astra and Fable 5.1 are already enough for transformative impact in large sections of the economy and they can reliably do weeks worth of human work when properly guided and harnessed. Blog The Overhang Sep 18, 2026
Making great things with AI means knowing which AI outputs to keep, which to discard, and which to use as raw material for something the AI would never have generated on its own. Blog The Overhang Sep 18, 2026
My point is that, while there is a lot of debate over what future models will do, the current capabilities of existing models are barely being used, and are often not even well understood. Blog The Overhang Sep 18, 2026
The capability overhang, the gap between what these models can do and what almost anyone is doing with them, is an opportunity because most people don't bring their own advantages to AI, and those who do get much more out of it. Blog The Overhang Sep 18, 2026
You are not trying to compete with AI in producing outputs, that is a losing game. Instead, you want to use your human advantages as basis of working with AI to do things that neither of you could do alone. Essay AI for All Americans Sep 16, 2026
When the people building this technology say your job, your children’s future, and maybe your life are on the line, they cannot then ask the public to welcome AI on faith. About this quote 
Quotesby Glyph