It's The Circle of Computing Life. The pendulum swings between centralised mainframe timesharing-for-hire and desktop individuality.

We've been in a centralised phase for longer than usual - first cloud everything, then AI - but at some point in the next decade prices will crash and a market will appear for personal, local intelligence.