---
id: 5155
title: "Human-in-the-Loop AI Pentesting"
source_domain: xbow.com
source_url: "https://xbow.com/blog/human-in-the-loop-ai-pentesting"
published_at: "2026-07-10 12:00"
tags: ["ai-security", "pentesting", "continuous-testing", "automation", "workflow", "ai-pentesting", "human-in-the-loop", "validation", "hybrid-testing"]
phying_url: "https://phying.com/item/5155"
lang: en
---

# Human-in-the-Loop AI Pentesting

## Summary

XBOW explains human-in-the-loop AI pentesting, where humans approve each step of an AI-run test, and compares hybrid and oversight models that pair AI speed with human context.

## Intelligence Metadata

- **Sources:** xbow.com
- **Published:** 2026-07-10 12:00
- **Original:** https://xbow.com/blog/human-in-the-loop-ai-pentesting
- **Phying News:** https://phying.com/item/5155