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Explore the engineering and interaction design patterns behind automated investment research report generation in this 21-minute conference talk from the AI Engineer Summit 2025. Discover how to distill accurate, actionable insights from vast multimodal data sources through thoughtful approaches to underlying models and product affordances that provide users with granular visibility into system reasoning across thousands of pages of material. Learn about design considerations that foster trust, clarity, and effectiveness in modern financial workflows, presented by Mike Conover, CEO and co-founder of Brightwave and former leader of LLM engineering efforts at Databricks where he created Dolly, one of the first open-source instruction-following models.
