ProjectDiscovery AI Security Researcher Tarun Koyalwar ran open and closed models against 54 black-box web targets live on Tuesday, September 8th at 10 AM PT / 1 PM ET.

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Benchmark scores are a false flag. Tarun Koyalwar, AI Security Researcher at PD, ran open and closed models against 54 black-box web targets. He gave them no source code…

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Company

ProjectDiscovery

From the makers of Nuclei, Neo tests every release, validates what's exploitable, and never lets a fix regress.

Industry
Computer and Network Security
Location
San Francisco, US
Company size
11–50 employees

About ProjectDiscovery

Software ships daily. Security testing happens quarterly, or once a year. Everything in between goes untested, and the gap widens as AI agents write a growing share of the code. From the founders of popular open source tools like Nuclei, httpx, subfinder and more, Neo is ProjectDiscovery's unified offensive testing and regression platform for vulnerability management. One engine pentests code, web apps, APIs, networks, and cloud on every PR and release, validates what is exploitable, and enforces every fix as a permanent regression test. In a head-to-head benchmark against DAST scanners and AI security tools, Neo found 24 exploitable vulnerabilities no other tool caught, with the lowest false positive rate of anything tested. Security compounds release over release. Trusted by teams at Elastic, Vercel, and thousands more, ProjectDiscovery brings open-source flexibility to enterprise workflows, enabling full visibility and faster remediation in minutes with zero setup friction. Start with Nuclei. Scale with Neo.

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