The Forces That Shape AI’s Uneven Progress

The future of work will be defined less by

dramatic headlines and more by the slower

reality of gradual, nuanced integration of

AI.

Autonomous driving underscores how even when

Stage 3 is technically demonstrated, it doesn’t guarantee

full adoption. Waymo now operates fully driverless

taxis in several cities — a clear example of Stage 3

achieved in a narrow domain. Yet, outside geofenced

boundaries, autonomy remains partial, supervised, or

nonexistent. Complex edge cases — such as construc-

tion zones and unpredictable human behavior — still

require human oversight. And the internal costs and

logistics of scaling ...