---
id: 8491
title: "Beyond the Model: Neo Hunts, Exploits, and Proves 22 Zero-Days."
source_domain: projectdiscovery.io
source_url: "https://projectdiscovery.io/blog/everyone-is-finding-vulns-the-hard-part-is-proving-them"
published_at: "2026-03-20T16:14:10Z"
tags: ["ai-security", "bug-bounty", "zero-day", "offensive-security", "cve", "llm", "vulnerability-discovery", "neo"]
phying_url: "https://phying.com/item/8491"
lang: en
---

# Beyond the Model: Neo Hunts, Exploits, and Proves 22 Zero-Days.

## Summary

LLMs find vulnerabilities fast but flood teams with unverified reports. Neo confirmed 22 CVEs across 13 open source projects at ~10-20% false positives, with working exploits and runtime evidence.

## Intelligence Metadata

- **Sources:** projectdiscovery.io
- **Published:** 2026-03-20T16:14:10Z
- **Original:** https://projectdiscovery.io/blog/everyone-is-finding-vulns-the-hard-part-is-proving-them
- **Phying News:** https://phying.com/item/8491