SessionExpo trackconfirmed

Trust, But Verify: Human-in-the-Loop for Agents That Actually Matter

Day
Day 4 — Session Day 3 · Thu, Jul 2
Time
1:30pm-1:50pm
Room
Expo Stage 1 NE
Track
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Track theme
Harness Engineering & Agent Memory (Expo)

Sponsor talks on harness engineering as a core skill, agent memory vs. learning, verifiers, and relational context engines.

Accessible with the Expo Explorer pass and above.

About this session

"In this talk we'll walk through the full spectrum of human-in-the-loop patterns, from lightweight inline confirmations to out-of-band permission gates to handing your agent a wallet with real money in it and more. Each pattern fits a different level of consequence, and knowing which to reach for is what separates demo agents from production ones. We'll cover the honest tradeoffs of latency, user experience, and trust so you can make the right call for your specific use case.

The entire talk is built around various live demos that escalate in stakes with every step. You'll leave with a mental model and working reference architecture you can apply the same day."

Speaker