https://expertlinked.in/tags/human-in-the-loop/ Recent content in Human in the Loop on Expert LinkedIn Hugo -- gohugo.io en Copyright © ExpertLinkedIn Tue, 15 Sep 2026 00:00:00 +0800 https://expertlinked.in/posts/2026-09-15-the-next-ai-product-moat-is-the-recovery-path-not-the-demo/ Tue, 15 Sep 2026 00:00:00 +0800 https://expertlinked.in/posts/2026-09-15-the-next-ai-product-moat-is-the-recovery-path-not-the-demo/ The flashiest agent demo is not the durable advantage. As AI platforms formalize confirmations, traces, and resumable tasks, the real moat is the recovery layer that pauses bad runs before they become user harm.