What is Palo Alto Networks?
Palo Alto Networks is a cybersecurity company whose CEO, Nikesh Arora, has described how its AI-driven security tools accelerate threat detection. In June 2026, Arora said the company discovered in six weeks what would have taken five to six months to patch manually, noting that the AI finds bad stuff much faster than humans can. Earlier, in May 2026, Kevin Roose reported that Palo Alto Networks found seven times the volume of threats than would normally be expected in a normal period.
Company timeline
- May 2026 - Kevin Roose reported that Palo Alto Networks found seven times the volume of threats than would normally be found in a normal period.
- Jun 2026 - Nikesh Arora said the company discovered in six weeks what would have taken five to six months to patch, noting AI finds bad stuff faster than humans.
Where it appears in the record
Every line below is attributed to a named speaker.
Anthropic's Mythos model is worth watching as an offensive security tool. It finds roughly 7x more vulnerabilities than traditional audits, excels at chaining exploits, and has already been used to identify attacks developed with AI, though it carries a 30% false positive rate.
“We found seven times the volume that we would have normally found in a normal period.”Kevin Roose · 15 May 2026
Many marquee public companies including Amazon, Netflix, and Facebook all broke their IPO issue price, undermining the idea that trading below issue price signals a failed offering.
“What do Salesforce, Netflix, Square, Amazon, Palo Alto Networks, Facebook, Snap, Proof Point, Netswuite, and Coree have No idea. They all broke issue.”Bill Gurley · 4 Apr 2025
Palo Alto Networks, using Anthropic's Mythos model in an audit, found seven times the volume of vulnerabilities it would normally find in a comparable period.
“We found seven times the volume that we would have normally found in a normal period.”Kevin Roose · 15 May 2026
Mythos (Palo Alto Networks) is an AI security tool that identifies vulnerabilities far faster than human analysts, with a documented 5 to 6x speed improvement in a real deployment.
“We discovered it finds bad stuff much faster than humans can. We found in 6 weeks what would have taken us 5 to 6 patch it...”Nikesh Arora · 22 Jun 2026
Palo Alto Networks' Mythos security tool found vulnerabilities in 6 weeks that would have taken humans 5 to 6 months to identify.
“We discovered it finds bad stuff much faster than humans can. We found in 6 weeks what would have taken us 5 to 6 patch it...”Nikesh Arora · 22 Jun 2026