Apple capped engineers at a $200 daily AI budget

Apple has reportedly cut its daily AI spending limit for engineers from $300 to $200, indicating that the company's AI expenditures are threatening to exceed allocated budgets. This move highlights the inescapable economics of generative AI at enterprise scale, where unlimited access to advanced models creates an exponential cost curve that can ruin profit margins. The industry will need to prioritize efficiency and cost controls to sustainably build AI-powered businesses. Apple's move serves as a warning to startups that rely on brute-force inference without automated cost controls, as they risk building a financial time bomb. The next competitive advantage in AI will be extreme efficiency, and companies that fail to optimize their compute usage will struggle to survive.