In this post I’ll show you how I found a zeroday vulnerability in the Linux kernel using OpenAI’s o3 model. I found the vulnerability with nothing more complicated than the o3 API ̵…| Sean Heelan's Blog
TL;DR: Raink—a novel, general-purpose listwise document ranking algorithm using an LLM as the ranking model—can be used to solve non-trivial security problems. A very simple explanation of how the Raink algorithm works: Split big list of items into small groups (e.g., 10 items per group) Ask the LLM to rank/order each small group according prompt relevance Shuffle everything and repeat this process several times Keep track of how each item performs across different groups Focus more atten...| noperator.dev
Introduction| tree-sitter.github.io
