One possible interpretation of this article is that it’s very much in support of the idea that the AI bubble is going to burst.

> AI use at work is broad but shallow: Workplace adoption spans all industry sectors and also 68% of all occupations that collectively represent 90% of total U.S. employment. However within jobs, people are using AI selectively: in a typical job AI is used for only ~21% of tasks.

Translation: the market is reaching saturation.

> At work, most AI use is focused on collaboration and assistance with tasks, and so far task automation is uncommon

Translation: AI can’t be trusted to operate on its own and very little progress has been made in that area despite humongous progress being used in other areas. It’s helpful, but in the same way that a tool is helpful (and most companies don’t want to overspend on tools unless they can seriously reduce labor cost, I.e. hiring fewer people)

> AI is delivering value at home that may be missed in standard economic metrics, particularly around high-friction administrative tasks: Over 86% of interactions with AI tools in ATLAS occur outside of work.

Translation: AI is most valuable in low dollar value scenarios where it is likely a loss leader. The amount of money the average home user is willing to spend on AI is likely very close to zero, and this is the most likely interaction to be a race to the bottom. E.g., why pay Anthropic $20 a month when your iPhone 19 has a built-in local model that’s almost as good, why sit through advertisements on your free AI service when a cost and ad-free alternative is available.

All of this alone doesn’t imply a bubble. The bubble part is where many AI companies can’t financially survive without a massive product maturation, budget cuts, or further investment.

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Miner49er 6 hours ago | parent [-]

Yeah, there has to be a bubble for it to burst. There doesn't seem to be one yet.

	▲	72deluxe 4 hours ago \| parent \| next [-]
		But no AI provider is actually making money. They are being pumped money by investors hoping for a return. There are no returns. It's a bubble?
	▲	Grombobulous 5 hours ago \| parent \| prev [-]
		I guess I’d be pretty confused on how to not classify it as a bubble. The level of investment and operating costs of AI firms is just so high that the question of where the customer spend comes from to make it profitable eventually comes into play. The other obvious question is how AI firms maintain their bookings and overall value when the upper middle class responsible for the majority of consumption dollars is getting laid off left and right by AI. E.g., OpenAI finally ships AGI and realizes their investment value and goes from unprofitable to profitable. They can charge companies thousands per month for their best models/tooling because they replace employees entirely. All the big corporate customers of the world are happy: truck drivers are replaced by self-driving, big high-income employee bases like Meta, JPMorgan, law firms slash employee counts by huge amounts like 50% or maybe even more. …and as soon as that happens all those same companies face massive customer attrition since all those high-earners were just laid off and aren’t buying PlayStations and KitchenAid stand mixers anymore.