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Dave
Murray
Head of Enterprise AI & Data Strategy
Welch's
Dave Murray is the Head of Enterprise AI & Data Strategy at Welch’s, where he leads large-scale AI enablement and data transformation initiatives across the organization. With over two decades of experience spanning data governance, analytics, and digital transformation, he has built enterprise frameworks that turn data into measurable business impact. Dave also serves on the Boston Innovation Council and mentors emerging leaders through the AI for Leaders program, helping organizations adopt AI responsibly and at scale.
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30 October 2025 12:15 - 12:45
Interactive panel | Human oversight in LLMs: Building for safety, alignment, and trust
Aligning large language models to specific objectives demands fine-tuning pipelines that are both precise and scalable. In this session, panelists will unpack the technical architecture behind these pipelines - covering data selection, model adjustment techniques, and ongoing alignment monitoring - while tackling challenges like preserving generalization and minimizing bias or drift.