Scale Human Oversight of AI Agent Swarms

Hosted by Carmelo Iaria

Wed, Mar 18, 2026

4:00 PM UTC (30 minutes)

Virtual (Zoom)

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Become an Agentic Architect
Carmelo Iaria
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What you'll learn

Understand the Challenge

Why HITL, HOTL, and full autonomy all fail at scale—and what replaces them

Learn the three-layer ASO architecture

Intent, stigmergic coordination, exception review

Learn how to build this in Cursor

Map the Cursor ecosystem (worktrees, Cloud Agents, rules) to an ASO-style implementation

Why this topic matters

How do you Orchestrate 50+ AI Agents Without Burning Out? Learn the three-layer framework backed by 45+ years of human factors research that let you cale oversight of 50+ AI agents without becoming the bottleneck—and without losing control. Includes a Cursor-ready implementation pattern you can apply this week.

You'll learn from

Carmelo Iaria

AI Builder | Pearson SME | ex-Cisco

After 3 decades working across Europe, the US, and Brazil, I’ve had the chance to see how organizations evolve—and sometimes struggle—when faced with technological change. What fascinates me most today is how AI isn’t just reshaping tools, but the very logic of how we work, decide, and create value.

I approach AI as a living system: a way to uncover patterns, reveal hidden connections, and rethink the foundations of business strategy. My goal is to make this complexity accessible—helping others not just understand AI, but use it to design smarter, more adaptive organizations.

I teach from experience, but also from curiosity. Every session is an opportunity to explore how intelligence—human and artificial—can work together to shape better decisions, stronger teams, and more resilient futures.

Previously at

Cisco
Claro Brasil
Pearson
O'Reilly Media

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