Paul Welty, PhD AI, WORK, AND STAYING HUMAN

Redefining Leadership: Embracing Human Judgment Amid AI Disruption

The claim that 100 million white-collar jobs may become obsolete due to AI is an alarm bell, not just for employment, but for how we perceive work itself. This article argues that the commoditization of analytical skills by AI is shifting value to technology-driven implementation. But here’s the crux: AI exposes the hollowing of human judgment, not just job roles. It’s a wake-up call for leaders to redefine value beyond process and output. Are we ready to reclaim the irreplaceably human aspects of work, like discernment and responsibility, that AI can’t replicate?

Why the McKinsey layoffs are a warning signal for consulting in the AI age


Featured writing

Why customer tools are organized wrong

This article reveals a fundamental flaw in how customer support tools are designed—organizing by interaction type instead of by customer—and explains why this fragmentation wastes time and obscures the full picture you need to help users effectively.

Infrastructure shapes thought

The tools you build determine what kinds of thinking become possible. On infrastructure, friction, and building deliberately for thought rather than just throughput.

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.

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

We always panic about new tools (and we're always wrong)

Every time a new tool emerges for making or manipulating symbols, we panic. The pattern is so consistent it's almost embarrassing. Here's what happened each time.

Dev reflection - February 03, 2026

I've been thinking about constraints today. Not the kind that block you—the kind that clarify. There's a difference, and most people miss it.

When execution becomes cheap, ideas become expensive

This article reveals a fundamental shift in how organizations operate: as AI makes execution nearly instantaneous, the bottleneck has moved from implementation to decision-making. Understanding this transition is critical for anyone leading teams or making strategic choices in an AI-enabled world.

Notes and related thinking

Bookmark: AI is going to eliminate way more jobs than anyone realizes

AI is set to disrupt millions of jobs, demanding urgent workforce reskilling while creating new opportunities in the evolving job market.

AI didn't deskill us, we were already deskilled

This article challenges the narrative that AI is deskilling workers, instead highlighting how many jobs were already mechanical. It offers a thought-provoking perspective on how AI could be an opportunity to reclaim and enhance human skills.

Influence in the AI Era: Why Human Skills Still Matter

Discover why empathy and leadership are essential in the AI era, enhancing jobs and ensuring a human-centered future in a tech-driven world.