An Interaction Is All You Need

Summary

Ivan Leo's scheduled World's Fair session appears to be a short Expo Stage talk connected to his broader work on developer experience for advanced AI systems. The page currently has no confirmed recording or official description for this exact session, but the linked supporting material points toward a practical theme: how agentic systems become useful through structured interaction, tool use, and iterative research workflows rather than one-shot prompting alone. The related AI Engineer video, "Building Intelligent Research Agents with Manus," supplies adjacent evidence from Ivan's public AI-engineering work, including slide material around Manus, research-agent workflows, task creation, peer/workshop framing, and the mechanics of building agents that can gather, organize, and act on information. Treat those slides as context for Ivan Leo's interests and likely framing, not as proof that the World's Fair talk used the same deck.

Official Schedule Context

Official Description

No official description published in the schedule data.

Related YouTube Video

Building Intelligent Research Agents with Manus - Ivan Leo, Manus AI (now Meta Superintelligence) (speaker-match related prior/adjacent AI Engineer video; captions: English auto-captions).

Transcript Status

Related video transcript availability: English auto-captions. Treat this as supporting context, not a recording of this exact scheduled session unless later confirmed. Not fetched yet.

People

Notes

Supporting Slides

Slide Evidence