The immense capital demands and safety constraints of the AI boom are completely redefining physical hardware into subscription-style services, while simultaneously enforcing strict boundaries on what generative models are permitted to control.

- Micron (MU) introduces SaaS metrics to track a $100 billion backlog funded by massive customer deposits.

- Defense agencies retreat to BlackBerry (BB) for deterministic, legacy safety infrastructure that will never dangerously hallucinate.

- Darden (DRI) deliberately downgrades Olive Garden meal sizes and check averages to rescue physical weekend traffic.

Across both technology and consumer markets, physical bottlenecks are dictating operational reality over headline revenue growth.