GenUI Human-In-The-Loop: Optimistic UI & Fallback (Part 5)

Unlike traditional software (where feedback happens in tens of milliseconds), AI systems always come with a haunting ghost: Latency. Furthermore, because AI is non-deterministic (probabilistic), there is always a risk it executes contrary to the user’s intent. If you let an AI automatically execute a dangerous command (like Deleting a Database or Transferring Money) without human moderation, it’s a recipe for disaster. Part 5 will address these two core issues through UX design: Hiding latency and Empowering control (Human-in-the-loop). ...

May 16, 2026 · 4 min · Lê Tuấn Anh