R.A.G. [Retrieval Augmented Generation] – Episode 7
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R.A.G. [Retrieval Augmented Generation] – Episode 7

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R.A.G. (Retrieval Augmented Generation) is a powerful technique for enhancing Large Language Model (LLM) outputs with real-time, external data. RAG bridges the gap between static model knowledge and dynamic, context-aware responses.

Join hosts Brian Fehrman, Derek Banks, Bronwen Aker, and Ben Bowman as they break down how RAG improves the reliability and relevance of generative AI systems. You’ll learn why context retrieval matters, what problems RAG solves, and where it fits into modern AI security practices.

Episode Video

Creators and Guests

Ben Bowman
Host
Ben Bowman
Ben Bowman is a BHIS Security Consultant who joined in 2023, bringing research experience from Madison Cyber Labs and a longtime passion for the company, and who enjoys learning from his team while spending his free time fishing, swimming, and spelunking.
Brian Fehrman
Host
Brian Fehrman
Brian Fehrman is a long-time BHIS Security Researcher and Consultant with extensive academic credentials and industry certifications who specializes in AI, hardware hacking, and red teaming, and outside of work is an avid Brazilian Jiu-Jitsu practitioner, big-game hunter, and home-improvement enthusiast.
Bronwen Aker
Host
Bronwen Aker
Bronwen Aker is a BHIS Technical Editor who joined full-time in 2022 after years of contract work, bringing decades of web development and technical training experience to her roles in editing pentest reports, enhancing QA/QC processes, and improving public websites, and who enjoys sci-fi/fantasy, Animal Crossing, and dogs outside of work.
Derek Banks
Host
Derek Banks
Derek is a BHIS Security Consultant, Penetration Tester, and Red Teamer with advanced degrees, industry certifications, and broad experience across forensics, incident response, monitoring, and offensive security, who enjoys learning from colleagues, helping clients improve their security, and spending his free time with family, fitness, and playing bass guitar.
Joff Thyer
Host
Joff Thyer
Joff Thyer is a BHIS Security Consultant with advanced degrees, multiple GIAC certifications, and deep expertise in offensive security and exploit development, who enjoys crafting sophisticated malware for penetration tests and, outside of work, making music and woodworking.