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Paul Welty, PhD AI, WORK, AND STAYING HUMAN

· business · found · technology

The future of work in automation

The future of work in automation

Explore how automation shapes the future of work and discover strategies for lifelong learning, adaptability, and ethical collaboration with technology.

The article discusses the impact of automation on the future of work. It emphasizes the need for individuals to embrace lifelong learning and adaptability to navigate the changing job market successfully. The article also highlights the ethical and societal considerations of automation, the collaboration between humans and machines, and the importance of reskilling and upskilling. It concludes by emphasizing the need for a balance between technological advancement and the preservation of the human element in work.

Original article: https://www.projectcubicle.com/navigating-the-seas-of-change-the-future-of-work-in-the-age-of-automation/

The agent-shaped org chart

Every real org has the same topology: principal, role-holder, specialists. Staff AI maps onto it, node for node, and the cost collapse shows up in the deliverables that were always just human-handoff overhead.

AI as staff, not software

Two frames for what AI is doing to work. The tool frame makes tools smarter. The staff frame makes roles unnecessary. Those aren't the same product, the same company, or the same industry.

Knowledge work was never work

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A book on AI, judgment, and staying human at work.

The practice of work in progress

Practical essays on how work actually gets done.

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Every meal planning app treats cooking as the hard problem and shopping as a logistics detail. They have it backwards. Cooking is mostly solved. Shopping is the last mile.

Watch what they buy, not what they say

Forms ask people to declare preferences. Receipts record what they did. The gap between the two is where revealed preference lives, and it's wider than most product teams admit.

What the API decides not to show you

Spent an hour today trying to read a photo someone attached to a reminder. The bytes are right there on disk. Apple won't let me see them. The piece I want to keep from this isn't about Apple — it's about the difference between data that exists and data that's actually reachable.

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