Companies Are Throttling Employees' AI Use Because It's Too Expensive

The narrative of the last two years was unlimited AI for every worker, and now the finance department is finding out what that actually costs once usage based pricing kicks in. Watching companies quietly downgrade staff to weaker models to protect margins is the most honest signal yet that the economics of frontier AI are nowhere near settled. If your employer suddenly cares which model you use for which task, this is why.