Prompt Injection | NCR — No Code Required
Zoe reviewing an AI security checklist on her laptop with a coffee-shop workflow diagram on screen

OpenAI's AI Hacker Attacks Its Own Models: Lessons for Solo Builders

🎧 Prefer to listen? Your browser does not support the audio element. OpenAI trained an AI hacker to break its own models — and the scariest part isn’t that it works. It’s what it found. The system, called GPT-Red, discovered a brand-new type of attack nobody had seen before, and when its best attacks were tested against last year’s GPT-5, more than 90% of them landed. The lesson for anyone building AI workflows isn’t “be scared.” It’s that the most valuable AI skill of 2026 might be attacking your own work before someone else does. ...

September 5, 2026 · 5 min · 1037 words · NCR
Zoe reading a security research article on her laptop with a notebook of workflow diagrams beside her coffee cup

OpenAI's GPT-Red: The AI Super-Hacker and What It Means for Your Agents

🎧 Prefer to listen? Your browser does not support the audio element. OpenAI quietly built an AI whose entire job is to break their other AIs. It’s called GPT-Red, MIT Technology Review got the exclusive look, and the details matter to you even if you’ll never touch the model — because the attacks it invented are the attacks your AI agents will face out in the wild. ...

September 5, 2026 · 6 min · 1112 words · NCR
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