---
id: 3807
title: "AI Finds Vulnerabilities. Security Experts Find Impact."
source_domain: bishopfox.com
source_url: "https://bishopfox.com/blog/ai-finds-vulnerabilities-security-experts-find-impact"
published_at: "2026-06-24 00:00"
tags: ["ai-security", "appsec", "penetration-testing", "llm", "claude", "source-code-review"]
phying_url: "https://phying.com/item/3807"
lang: en
---

# AI Finds Vulnerabilities. Security Experts Find Impact.

## Summary

A Bishop Fox consultant walks through an assessment where Claude sped up source review to roughly 80% of the effort, but validating findings and proving impact still demanded human judgment.

## Intelligence Metadata

- **Sources:** bishopfox.com
- **Published:** 2026-06-24 00:00
- **Original:** https://bishopfox.com/blog/ai-finds-vulnerabilities-security-experts-find-impact
- **Phying News:** https://phying.com/item/3807