In detail
- Satya Nadella criticises uncritical use of powerful models and warns token overuse won’t drive real growth.
- Meta reports exponential internal AI use and projected billions of dollars in costs; plans budgets, allocations and a central ‘AI Gateway’ dashboard starting 2027.
- Meta will steer employees toward internal tools and implement alerts for unusual cost spikes; leadership says token usage isn’t a proxy for impact.
Why it matters
Unchecked consumption of expensive models creates substantial operating costs and misaligned incentives; cost governance is a practical necessity for businesses using cloud AI.
For you Introduce usage monitoring, allocate budgets for AI consumption, and prefer cheaper specialized models for routine tasks to control costs.