0
Applied AI·July 12, 2026·1 min read

Demographic Shift Tests AI Promise

Share

If AI can’t fully offset an aging workforce, you’re planning for automation and labor scarcity at the same time—not one solving the other. Treat AI projects as force multipliers on a shrinking talent base, not as an excuse to defer hard decisions on productivity, benefits, and role design.

Applied AI

2028 Could Bring the Most Mind-Bendingly Expensive Apple Product of All Time

If Apple is lining up a 2028 flagship that’s “mind-bendingly expensive” because of AI, it’s a signal that premium hardware will be used to bundle on-device intelligence, privacy, and vertical services into a single high-margin object. Hardware and app teams should plan for a world where the top of the market expects tightly integrated, mostly-local AI experiences—not just cloud assistants in a nicer shell.