[John Lothian News] AI Discovery: Creating Internal AI Tools That Don’t Hallucinate

From John Lothian News, AI Discovery series, October 14, 2026:

“In this episode of AI Discovery, we explore how companies can use artificial intelligence to build custom internal tools that previously required massive development teams, and how to keep those tools from hallucinating.

Richard Walker, founder of Lucidate, and Jeff Stein, founder and CEO of Xinthesys, join host Patrick Lothian to share how financial firms can build reliable, production-ready AI systems. Richard breaks down how to steer models and protect proprietary data using knowledge graphs, open-weight models, and a ‘back-office’ verification mindset. Jeff then shares how Xinthesys trained Claude with custom skills to translate multi-stream trading data and regulatory changes into consistent rules for their real-time trade store.”

Read the full article: AI Discovery: Creating Internal AI Tools That Don’t Hallucinate, John Lothian News

Watch the episode: John Lothian News on YouTube