Hacking using AI with Erica Burgess

How have large language models impacted hacking? Richard talks to Erica Burgess about her experiences using LLMs for red team hacking, collecting bug bounties, and identifying vulnerabilities in systems. Erica discusses the power of LLMs to generate a variety of viewpoints on a potential exploit and help the hacker think "out of the box." Coordinating multiple agents to attempt a variety of exploits, retrieve information, and otherwise deal with the drudgery parts of hacking means a skilled operator can move faster - what once would be days of work can be minutes. Where does AI in hacking go? Lots of scary places - but also pointing the way to new ways to protect systems!

Episode 1024 of the RunAs Radio podcast, hosted by Erica Burgess, Richard Campbell, titled "Hacking using AI with Erica Burgess" was published on February 18, 2026 and runs 47 minutes.

February 18, 2026 ·47m · RunAs Radio

Summary

How have large language models impacted hacking? Richard talks to Erica Burgess about her experiences using LLMs for red team hacking, collecting bug bounties, and identifying vulnerabilities in systems. Erica discusses the power of LLMs to generate a variety of viewpoints on a potential exploit and help the hacker think "out of the box." Coordinating multiple agents to attempt a variety of exploits, retrieve information, and otherwise deal with the drudgery parts of hacking means a skilled operator can move faster - what once would be days of work can be minutes. Where does AI in hacking go? Lots of scary places - but also pointing the way to new ways to protect systems!

Episode Description