Beware of the GenAI Token Trap
InfoWorld, Tuesday, June 9th, 2026
Cheap AI token pricing today masks costs that could surge as the market matures and providers gain leverage.
The article argues that enterprises underestimate true AI operating costs because token consumption multiplies through retrieval, model calls, and agent loops well beyond simple user prompts. The market is in a subsidy phase where providers compete aggressively for adoption, but pricing will inevitably rise as investors demand profitability and weaker competitors consolidate.
Echoing early cloud adoption, companies risk becoming operationally dependent on external providers' pricing, especially as agentic systems compound costs exponentially.
The author advocates for AI sovereignty: building and deploying enterprise-controlled models for use cases where long-term control and predictable costs matter more than frontier capabilities.