The AI Subsidy Era is Over

End of the AI subsidy era forces a shift from flat-fee subscriptions to usage-based pricing as agentic, token-heavy workflows escalate inference costs. Anthropic, OpenAI, Microsoft, and GitHub Copilot reveal capacity constraints, model metering, and steep price multipliers with direct impacts on vendor competition and market expectations. Practical strategies include auditing AI spending, running cheap-model bake-offs, appointing a model sommelier, building escalation paths, and maintaining an AI cost scoreboard. The AI Daily Brief helps you understand the most important news and discussions in AI. Subscribe to the podcast version of The AI Daily Brief wherever you listen: https://pod.link/1680633614 Get it ad free at http://patreon.com/aidailybrief Learn more about the show https://aidailybrief.ai/