Mystery company accidentally blew $500 million on Claude AI in a single month — failed to put usage limit on licenses for employees

An unnamed large corporation reportedly spent $500 million on Anthropic's Claude AI in a single month after failing to set usage limits on employee licenses. The incident is part of a broader trend of U.S. corporations questioning whether massive AI spending is delivering meaningful returns. Issues cited include employees using AI for trivial tasks like checking the weather, automating mundane rather than valuable work, and agentic AI tools consuming up to 1000x more tokens than standard LLM queries. Amazon is speculated by some to be the mystery company, though unconfirmed. The story highlights growing corporate concern over runaway AI costs without proportional productivity gains.