06/02/2026
Be AI Aware
OpenAI CEO Sam Altman has predicted that artificial intelligence will soon be commercialized as a basic utility. Instead of standard flat-rate software subscriptions, users will likely buy AI on a metered system. This model mirrors the way modern households pay monthly for essential resources like electricity, water, and Wi-Fi.
This transition is directly tied to the architecture of large language models, which process data using specific units called tokens. Under a metered system, basic text queries would cost next to nothing, while resource-heavy tasks like running complex multi-step agents would register a higher rate. Tech providers are already building massive data centers to support this pay-per-use computational grid.
While proponents argue that pay-on-demand structures will lower barriers for startups, the model has drawn sharp criticism from consumer advocates. Skeptics point out the irony of corporations charging metered rates for technology trained by scraping public human data for free. As computing demands surge, this shift highlights the race to control the infrastructure of digital reasoning.
