Sebastian Gehrmann
Head of Responsible AI in the Office of the CTO at Bloomberg. Focuses on AI safety in retrieval-augmented generation (RAG) systems and generative AI in high-stakes domains like financial services.
Top 3 podcasts with Sebastian Gehrmann
Ranked by the Snipd community
129 snips
May 21, 2025 • 57min
RAG Risks: Why Retrieval-Augmented LLMs are Not Safer with Sebastian Gehrmann - #732
Sebastian Gehrmann, head of Responsible AI at Bloomberg, dives into the complexities of AI safety, particularly in retrieval-augmented generation (RAG) systems. He reveals how RAG can unintentionally compromise safety, even leading to unsafe outputs. The conversation highlights unique risks in financial services, emphasizing the need for specific governance frameworks and tailored evaluation methods. Gehrmann also addresses prompt engineering as a strategy for enhancing safety, underscoring the necessity for ongoing collaboration in the AI field to tackle emerging vulnerabilities.
98 snips
Jul 15, 2025 • 58min
905: Why RAG Makes LLMs Less Safe (And How to Fix It), with Bloomberg’s Dr. Sebastian Gehrmann
Dr. Sebastian Gehrmann, Head of Responsible AI at Bloomberg, dives into his cutting-edge research on the safety issues posed by retrieval-augmented generation (RAG) in large language models (LLMs). He reveals the unexpected risks RAG introduces, especially in sectors like finance. The conversation covers essential criteria for selecting safe models, the need for customized guardrails, and how to enhance transparency. Gehrmann emphasizes that bigger isn't always better when it comes to model size, offering valuable insights for AI professionals.
37 snips
Jul 5, 2025 • 2h 17min
Die Reichermacher-Prompts der KI-Koryphäe
Sebastian Gehrmann, Head of Responsible AI bei Bloomberg, erzählt von seiner beeindruckenden Karriere von Elmshorn bis Harvard. Er erklärt, wie Künstliche Intelligenz Anlegern helfen kann, klügere Entscheidungen zu treffen. Die Unterschiede zwischen KI-Tools wie ChatGPT und Gemini werden beleuchtet. Zudem gibt er Tipps zur Auffindung der besten Aktienanalysen und diskutiert, wie man mit intelligenten Prompts die günstigsten Nasdaq-Aktien entdeckt. Am Ende verrät er, wie man als Investor ein 100-Millionen-Dollar-Angebot erhält.
