The Future of Productivity: Demographic Trends and Labor Shortage

Explore how demographic trends and labor shortages are reshaping productivity across industries, revealing challenges and future implications for the workforce.

“Kedrosky and Norlin believe demographic trends will ultimately lead to a drastic decline in overall productivity as industries like retail, manufacturing, and health care struggle to fill open positions. There’s some indication that those trends are, in fact, here to stay. The overall labor force participation rate is still about a percentage point lower than it was in February 2020. In a workforce the size of the U.S.’s that can equal several million workers."—A.I. came at ‘perfect time’ to save the economy, VC says | Fortune

Featured writing

When your brilliant idea meets organizational reality: a survival guide

Transform your brilliant tech ideas into reality by navigating organizational challenges and overcoming hidden resistance with this essential survival guide.

Server-Side Dashboard Architecture: Why Moving Data Fetching Off the Browser Changes Everything

How choosing server-side rendering solved security, CORS, and credential management problems I didn't know I had.

AI as Coach: Transforming Professional and Continuing Education

Transform professional and continuing education with AI-driven coaching, offering personalized support, accountability, and skill mastery at scale.

Books

The Work of Being (in progress)

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

The Practice of Work (in progress)

Practical essays on how work actually gets done.

Recent writing

The bully pulpit: why AI slop only matters to people who write about AI slop

This article exposes how the 'AI moral crisis' narrative is amplified by the very people who control media—and why the 90% of workers actually using AI don't share the panic.

Why your job matters more than mine: the selective morality of job loss

This article reveals the uncomfortable pattern behind which jobs get moral protection and which get called 'market forces'—and what that means for everyone outside the creative class.

AI in writing: the end of a professional monopoly

This article reframes the AI writing debate: the panic isn't about creativity—it's about a professional class losing control of the systems they've gatekept for a century.

View all writing →