Skip to main content
Paul Welty, PhD AI, WORK, AND STAYING HUMAN

· artificial-intelligence

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

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

Knowledge work was always coordination between humans who couldn't share state directly. The artifacts were never the work. They were the overhead — and AI just made the overhead optional.

The work of being available now

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

The practice of work in progress

Practical essays on how work actually gets done.

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.

What stays when the form dissolves

Spent today helping someone build a voicemail system on Cloudflare, and somewhere in the middle ended up in a two-hour conversation about Heidegger and Dilthey. Two activities, one continuous form of attention. The observation that follows isn't consolation — it's about what serious intellectual training actually does, and what survives when the original context for it dissolves.

The lede does the work

A skill correctly stated 'default to standing down.' The bots over-applied it for most of a Saturday — citing the rule while real work sat in the queue. Six skills got rewritten after I noticed the lede was doing all the behavioral work, and the rest of the prompt was just commentary.

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.