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# Human In The Loop (HITL)
- URL: https://racinform.com/hitl/
- Published: 2026-10-21T13:12:01.000Z
- Updated: 2026-10-30T10:06:44.000Z
- Author: Vela Kuhaendran
- Tags: ACW, AIGP, EU AI Act, ASAM, Dentistry, Health

#### 🟢 Misunderstood Control?

HITL may be the Most Misunderstood Control in AI Governance.

- Most HITL in industry is theatre — robotic checkpoints added for policy optics, not real control.
- Organisations drift toward “faster/cheaper” laziness; outsourcing exposed the pattern: theatre to win contracts → theatre to avoid SLA penalties.
- Real HITL ≠ a human clicking “approve.”
- Real HITL = authority placement: a governance‑minded human positioned at the correct moment in the cycle.
- Wrong placement → prop.
- Correct placement → stabiliser.
- AI deployments are already repeating outsourcing physics: theatre → drift → risk → blame.
- HITL works only when it is part of consequence architecture, not compliance ritual.

****Related Links:**🔗 [HITL Illusions](https://racinform.com/hitl-illusions/)🔗 [Ai Adaptation Safety](https://racinform.com/ai-adaptation-safety/)🔗 [ASAM Model](https://racinform.com/asam-adaptation-safety-absorption-model/) 

#### 🔵 RACinform view

- HITL is runtime accountability.
- It worked before AI.
- It works now.
- It will work in the agentic era — but only when we stop treating it as theatre.