Executive Briefing: The AI cost curve your strategy is riding just broke + 3 prompts to find your exposure
The Ternus pick is being read as continuity. Apple lifer, quiet succession, stable handoff, business as usual. That is the wrong read.

TL;DR
- The appointment of hardware executives at Apple's top positions signifies a structural change, not continuity, in response to losing the AI race.
- A significant cost-structure problem exists within the AI industry's inference layer, which Apple's on-device strategy addresses.
- This strategic shift by Apple echoes the historical move of computing from mainframes to personal devices.
- Buyers are already creating local AI solutions using retail hardware due to the lack of suitable existing products.
- The article provides implications for leaders evaluating AI costs, developers choosing deployment locations, and practitioners rethinking inference costs.