9 Comments
User's avatar
Wilbert Kramer's avatar

A piece that needed to be written. Thank you Dr. Fuchs!

Prof. Dr. Andreas Fuchs's avatar

Thank you, Wilbert, I really appreciate that. It wasn’t an easy piece to write, but some things need to be said clearly when the moment calls for it. 🦊🎓

Petar Dimov's avatar

Spot-on framework! The three positions (Orchestrators, Stewards, Interfaces) capture how human work elevates from execution to system stewardship in agentic orgs, while preserving accountability where it matters most.

Prof. Dr. Andreas Fuchs's avatar

Thank you, Petar. That was exactly the intent to show how human work shifts upward without dissolving accountability. 🦊🎓

Destiny S. Harris's avatar

true "They bundle tasks because human time is limited."

Prof. Dr. Andreas Fuchs's avatar

Destiny, you’re exactly right. Roles were a workaround for limited human time. Once time is no longer the bottleneck, bundling tasks hides where value is really created. That’s why this shift isn’t about new titles, but about redesigning work itself. From managing people to designing accountability. 🦊🎓

Dr Sam Illingworth's avatar

Thanks, Andreas. This is such a great post and a really important reminder that we don't all just need to retrain because of AI, but actually we've got lots of skills that can be amplified by these tools. Instead, it's a really important reminder. Thank you.

Prof. Dr. Andreas Fuchs's avatar

Sam, thank you. That distinction matters a lot. This is less about retraining for new tools and more about repositioning existing human strengths. Judgment, context, responsibility, and sensemaking don’t disappear. They become more valuable when execution scales. The real work is learning where to apply them. 🦊🎓

User's avatar
Comment removed
Jan 7
Comment removed
Prof. Dr. Andreas Fuchs's avatar

Neural Foundry, great question. Accountability only diffuses if ownership is left implicit. In agentic systems, execution can be distributed, but accountability must be explicitly anchored to a human owner per workflow or outcome. One orchestrator. One name. One escalation point. Agents execute, humans remain on the hook. Without that design choice, you don’t get scale. You get chaos. 🦊🎓