Paul Welty, PhD AI, WORK, AND STAYING HUMAN

Bookmark: Ceding Control To The Agent

Explore the impact of AI on human labor, uncovering the balance between automation and creativity for a future that enhances human potential.

The article “Ceding Control To The Agent” explores the complex interplay between automation and human labor, particularly in light of the rapid advancements in AI. The central thesis posits that while AI offers the potential to liberate humans from mundane tasks, it also poses significant challenges to employment. The narrative illustrates this tension by highlighting how previous industrial revolutions predominantly transformed manual labor, while today’s AI revolution targets cognitive tasks previously considered uniquely human. This shift demands a rethinking of human work and purpose. Tejas Kulkarni, in a referenced TED talk, articulates the paradox of AI’s progression as both beneficial and inevitable, proposing that the forthcoming ubiquity of automation can be perceived positively—though not without acknowledging the double-edged nature of such progress. The article illustrates potential transformations, like the automation of video game development and engineering simulations. It further examines human creativity, citing Kulkarni’s observations on children’s learning as a microcosm for human-computer interaction, suggesting that the mastery of simple tools speaks to both human and AI capabilities. Ultimately, the piece argues for an embracement of AI, positing that the real challenge lies in reconfiguring social and economic structures to ensure that AI advances serve human dignity, fostering a “renaissance of human potential” rather than diminishing it.

Ceding Control To The Agent


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: Marc Benioff says that from now on CEOs will no longer lead all-human workforces—enter the new era of AI coworkers

Discover how Marc Benioff envisions CEOs leading hybrid teams of humans and AI, transforming workforce dynamics and enhancing productivity.

Bookmark: If You’re Not On The Table, You’re On The Menu: The AI Revolution

Explore how the AI revolution shapes society, urging active participation to ensure equitable benefits and ethical development for all.

Article analysis: "Salesforce's Agentforce: Transforming Enterprise Operations with Advanced AI Integration"

Discover how Salesforce's Agentforce leverages advanced AI to transform enterprise operations, enhancing efficiency and customer satisfaction across industries.