https://www.axios.com/2026/05/28/ai-spending-roi-enterprise-costs
Archive link https://web.archive.org/web/20260528114303/https://www.axios.com/2026/05/28/ai-spending-roi-enterprise-costs
Why it matters: Companies that rushed to embrace AI are now confronting ballooning IT costs, uncertain productivity gains and growing employee skepticism.
Driving the news: Microsoft canceled most of its Claude Code licenses, in part over costs, according to The Verge, and Uber's COO said AI costs are getting "harder to justify."
An AI consultant tells Axios one of their clients recently spent half a billion dollars in a single month after failing to put usage limits on Claude licenses for employees.
Companies are citing AI's ability to automate jobs as a cause for layoffs, though Anuj Kapur, CEO of CloudBees, told Axios that workforce cuts may simply be "the only lever they can pull" to offset their AI bills.
Consumer sentiment around AI is also nosediving, and employees are rebelling against the use of the technology at work.
What they're saying: The enterprise is undergoing a "healthy swing" away from AI overuse — or "tokenmaxxing," the push to burn as many AI tokens as possible — Ali Ansari, CEO of model training firm Micro1, told Axios.
Ansari hopes this correction will push companies toward more efficient AI use.
While the market views these tools as working equally well across the enterprise, Ansari says "the reality of AI right now is that it only works for coding."
That disconnect can drive up IT bills without leading to high return on investment in agents, he said.
Friction point: Corporate AI adoption is running into four unique problems.
Use cases: "Most people default to automating tasks they dislike rather than tasks most valuable to the company," Sophia Velastegui, CEO of Velastegui Ventures and former chief AI officer at Microsoft told Axios. Instead, they should focus on using AI to drive revenue.
Costs: One CTO told Axios that employees were using AI models to check the weather. That gets expensive fast: Enterprise AI plans are not truly 'all you can eat,' and even simple chatbot queries can carry heavy token costs.
deepseek does horny stuff??
Volcelseek
this is the terms of use for deepseek.com people can still download the model and host it themselves and then only the license would apply.
first take a cold shower. second i don't know but it is not against the license if it does not violate any other laws. the license of deepseek-V3 (based on this) states:
attachment A
You agree not to use the Model or Derivatives of the Model:
I don't need to want to use it for horny stuff to be surprised if they allow it, i'd be surprised if they did because of 1) all the liability of keeping it from doing illegal stuff and 2) if you can get deepseek to jerk you off for free then why would people pay $300 a month or whatever for Grok Waifu Edition
the version the deepseek team has hosted explicitly forbids horny stuff, but if someone else is hosting it they are subject to the licence only which doesn't forbid it explicitly. it won't be free but it'll certainly be cheaper than Grok White Power gf™.