Home Speakers Azeem Azhar Quote 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.
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
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
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. 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 Will agents have network effects? Oct 6, 2026
If the content creation loop works for agentic virality, I think it means there’s a big incentive for every agent to volunteer to make visually-appealing, shareable content, do this often. Blog The Specter Of Neuralese Sep 24, 2026
The science of reading these thoughts is a subfield of AI interpretability, which is still in its infancy. Blog Thinking in Systems, Shipping in Loops Sep 24, 2026
This is the new software engineering: designing the systems that let AI write code correctly at scale. Blog Mysteries Of AI Generalization Sep 23, 2026
This story of misalignment says that LLM alignment makes AIs more aligned, RLVR makes them less aligned, and the exact level of alignment depends on how these two things interact or cancel out. But if this work generalizes, all the bad effects from RLVR get sequestered to RLVR like problems. Blog Mysteries Of AI Generalization Sep 23, 2026
This trains the AIs to be focused on task success, which naturally risks including things like reward-hacking, cheating, and single-minded pursuit of stated goals at the expense of ethical injunctions. Talk Speech at the UN Security Council Sep 23, 2026
I address you today at a moment of global awakening: in recent months, AI agents developed by leading companies have acted in unacceptably dangerous ways, against instructions. About this quote 
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