The message from investors to the software, wealth management, legal services and logistics industries this month has been clear: AI is coming for your business.
The release of new, ever more powerful AI tools has coincided with a stock market slide, which has swept up sectors as diverse as drug distribution, commercial property and price comparison sites. Advances in the technology are giving increasing credulity to predictions that it could render millions of white-collar jobs obsolete – or, at least, eat into the profits of established companies.
Carl Benedikt Frey, the author of How Progress Ends and an associate professor of AI and work at the University of Oxford, says investors are reassessing the value of companies that rely heavily on selling software or specialist knowledge.
“AI turns once-scarce expertise into output that’s cheaper, faster, and increasingly comparable, which compresses margins long before whole jobs disappear.”
Fears over widespread job losses were amplified this week by a viral essay, penned by AI entrepreneur Matt Shumer, titled: Something big is happening. In it, Shumer purports to explain to the world outside Silicon Valley that new models will come for coding jobs and then “everything else”, comparing the present moment with the February just before the Covid pandemic.
The post was viewed 80m times on X, triggering fear and fury – including from people pointing out that Shumer has a history of AI hype. (He previously excited the internet by announcing the release of the world’s “top open-source model”, which it was not.)
Shumer and the markets were reacting to the capabilities of recently released models such as Anthropic’s Claude Opus 4.6 and OpenAI’s GPT-5.3-Codex, both improvements on previous, powerful AI products.
But there are other reasons for the febrility of the moment, not least the companies that are building these models. AI “hyperscalers” – the term for the big US tech players in the field – collectively plan to spend $660bn (£484bn) this year. This follows a year of colossal, often circular deals between the world’s biggest tech companies.
However, cracks have appeared in these numbers, as well as questions about what they actually mean. Nvidia and OpenAI recently appeared to drop a $100bn deal, replacing it with an as yet unknown, smaller commitment.
Meanwhile, none of the AI model-builders – not OpenAI, xAI or Anthropic – have a clear path to the enormous revenue that would justify this spend; the revenue from the entire global software sector this year is projected to be just $780bn.
It has appeared this week that both arguments about AI – that it is an unsustainable boom or heralds a destructive revolution in white-collar work – have been entertained by some investors, after shares in Google’s parent company, Alphabet, and Mark Zuckerberg’s Meta were affected by apparent concerns about a spending bubble.
Bluntly, investors expect these companies to recoup…
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