The All-You-Can-Eat AI Era Is Over. It's Time to Count Calories.

Key Points:

• Following a surge in AI tool usage during early 2026, companies are now facing rising costs and implementing strict usage limits to manage budgets, with firms like Coinbase setting weekly price caps based on employee roles.
• Major AI providers such as OpenAI, Anthropic, and GitHub have shifted to usage-based pricing models charged by token consumption, leading corporations including Walmart, Amazon, and JPMorgan Chase to impose internal controls and promote standardized AI budgeting.
• The era of unrestricted AI usage, dubbed "tokenmaxxing," is ending as businesses prioritize cost-efficiency and value, with executives emphasizing the need for deliberate AI use and creative constraints to avoid wasteful spending.
• AI companies have raised prices due to increased demand and unsustainable subsidies, prompting providers to introduce more token-efficient models and cost-saving features, while customers seek cheaper alternatives and tailor AI usage to specific tasks.
• Despite budget concerns, some firms continue to invest heavily in AI innovation, developing new metrics to measure AI's impact on productivity and balancing spending with expected returns amid the evolving AI landscape.