# Human In The Loop Hitl
**Source:** https://glossary.keenfunnel.com/terms/human-in-the-loop-hitl
**Language:** Arabic

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## شرح تقني

Humans may label data, validate outputs, resolve exceptions, approve high-impact actions, provide feedback, or take control when thresholds are exceeded. Effective HITL design specifies who intervenes, what information they receive, response times, authority, escalation, and how their decisions are recorded.

## الأهمية التجارية

HITL can reduce risk in ambiguous, high-impact, or low-confidence situations while preserving automation for routine work. It supports accountability and creates operational feedback for improvement.

## مثال على التنفيذ

An AI system drafts contract-risk findings but routes high-severity clauses and low-confidence results to qualified legal reviewers before any recommendation reaches a client.

## القيود والمفاهيم الخاطئة الشائعة

Adding a person does not automatically create effective oversight. Reviewers may be overloaded, defer excessively to automation, lack context, or become a ceremonial approval step. Human review also adds cost and latency.

## المواضيع

حوكمة الذكاء الاصطناعي الأتمتة الذكية

## المصادر

NIST SP 1270 — Managing Bias in AI — NIST AI RMF — https://www.nist.gov/itl/ai-risk-management-framework

## ناقش أنظمتك

هل تحتاج إلى مساعدة في تنفيذ هذا المفهوم أو تقييمه؟ تقوم Keenfunnel بتصميم أنظمة الذكاء الاصطناعي المتصلة والأتمتة والبيانات.

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