Social•Apr 7, 2026
AI Now Outcodes Most Humans in Vulnerability Exploitation
Welcome to the space age of cybersecurity. “AI models have reached a level of coding capability where they can surpass all but the most skilled humans at finding and exploiting software vulnerabilities.” https://t.co/nWdi1l4vOI
By Katie Moussouris
Social•Jan 30, 2026
AI Proliferation Shallowens Bugs, Boosts Top‑tier Fixes
Have we reached the stage of “many AIs make all bugs shallow”? Great writeup on AI, open source, & bug bounties by @stanislavfort cofounder of AISLE “Mass adoption collapsed the median quality (“slop” killed bug bounty..) but.. raised the ceiling” https://t.co/iDvdiDy41J
By Katie Moussouris
Social•Jan 21, 2026
AI Fuels Buggy Bounty Incentives; cURL Exits to Reset
AI was the accelerant on a perverse incentive fire sparked by bug bounty platforms that reward spray & pray. Both open source & orgs without dedicated vuln response teams get overloaded when they offer cash there. cURL is right to...
By Katie Moussouris