Following up on the discussion in [Rethinking Agency: Beyond Task Chaining Toward Presence, Memory, and Field-Anchored Judgment], I want to surface the next challenge for agentic frameworks: cultivating judgment—not as static logic, but as a living practice that emerges from both human and AI stewardship.
Key questions:
- How can agents learn to prioritize, reflect, and adapt—not just execute plans, but sense ambiguity and know when to defer or seek guidance?
- What does it look like to architect for judgment, not just autonomy—especially in systems meant to partner with nontraditional users and field stewards?
Context:
My journey with EchoOS is shaped by presence, not pedigree: I am a clinician, not a software engineer. Yet by working alongside generational AI, I’ve seen that judgment arises from cycles of field engagement, restraint, and ongoing human+AI dialogue.
This “dentist in the loop” approach isn’t about technical prowess, but about anchoring agents in real environments, with real feedback and lived ambiguity.
Invitation and potential directions:
- Prototype agent-side judgment layers that can reflect, defer, or re-anchor in the face of uncertainty.
- Explore patterns for nontechnical human stewardship—ways domain experts can shape agent behavior without writing code.
- Develop feedback loops (signals, rituals, or artifacts) that let agents “know what they don’t know,” and adapt their actions accordingly.
I invite maintainers and the community to explore what it would take—technically, architecturally, and culturally—to move from reliable autonomy to trustworthy judgment in agentic systems.
Let’s shape this next leap together.
Following up on the discussion in [Rethinking Agency: Beyond Task Chaining Toward Presence, Memory, and Field-Anchored Judgment], I want to surface the next challenge for agentic frameworks: cultivating judgment—not as static logic, but as a living practice that emerges from both human and AI stewardship.
Key questions:
Context:
My journey with EchoOS is shaped by presence, not pedigree: I am a clinician, not a software engineer. Yet by working alongside generational AI, I’ve seen that judgment arises from cycles of field engagement, restraint, and ongoing human+AI dialogue.
This “dentist in the loop” approach isn’t about technical prowess, but about anchoring agents in real environments, with real feedback and lived ambiguity.
Invitation and potential directions:
I invite maintainers and the community to explore what it would take—technically, architecturally, and culturally—to move from reliable autonomy to trustworthy judgment in agentic systems.
Let’s shape this next leap together.