Скачать или смотреть The Great Inversion: How AI & Robotics Are Rewriting Work, Wages, and Power

We are entering a labor inversion most institutions are not prepared for.
For decades, automation followed a predictable playbook: machines replaced physical labor, while humans moved “up the stack” into cognitive, screen-based work. That model is breaking. Generative AI has made symbolic, white-collar tasks cheap, fast, and abundant—while real-world, hands-on work remains scarce, fragile, and expensive due to the hard limits of physics, perception, and reliability.

In this video, we unpack The Great Inversion:

Why digital labor is collapsing in value while physical labor is becoming strategically scarce

How AI is erasing entry-level roles and creating the “ladder problem” for junior professionals

Why dexterous robotics is far harder—and slower—than headlines suggest

What this shift means for wages, job design, vocational training, and social stability

Why human-centered automation, accountability, and dignity are now non-negotiable design constraints

Drawing on insights from major research and policy sources, this analysis cuts through hype and fear to tell it like it is: the future of work will not be saved by “reskilling slogans” or naïve techno-optimism. It will be shaped by hard trade-offs, institutional redesign, and clear choices about who bears risk, responsibility, and reward.

If you’re a founder, policymaker, operator, or knowledge worker trying to think two steps ahead—this is required viewing.

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