Software has a way of turning one isolated example into a hundred, then a thousand, then a million, without much else changing.
Words found on the source page on Nov 6, 2026.
More from Azeem Azhar
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If American businesses keep buying and American voters hate it, this will end up settled in the political arena.BlogAI doesn’t need a mind to run amokSep 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.BlogAI politics & the future of growth #602Sep 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.BlogI do not want your brains to rotSep 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.BlogI do not want your brains to rotSep 17, 2026
Now advanced AI encourages us to delegate more and more, simpler and simpler tasks, weakening the practices that maintain our cognitive capacities.BlogWhat 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.BlogLook up, the curve turned #601Sep 13, 2026
Even in a world that is speeding up, it takes time to make changes inside a firm, let alone across an economy.BlogLook up, the curve turned #601Sep 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.BlogLook up, the curve turned #601Sep 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.BlogLook up, the curve turned #601Sep 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
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The science of reading these thoughts is a subfield of AI interpretability, which is still in its infancy.BlogMysteries Of AI GeneralizationSep 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.BlogMysteries Of AI GeneralizationSep 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.TalkSpeech at the UN Security CouncilSep 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.TalkSpeech at the UN Security CouncilSep 23, 2026
The companies building the most powerful AI systems admit their products pose catastrophic risks, yet offer no convincing technical solutions.TalkSpeech at the UN Security CouncilSep 23, 2026
The race is not a law of nature: it is the product of choices, choices made by the companies themselves.
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