This session explores the art of vicarious learning —turning lessons from across the fire service into actionable knowledge that improves decision-making, enhances safety, and strengthens operational readiness before the next alarm.

Participants will examine how the traditional "kitchen table" learning environment has evolved through today's wealth of national reporting systems and technology. From near-miss reports and line-of-duty death investigations to witness videos, radio traffic recordings, and AI-generated emergency scene simulations, company officers will discover practical tools for creating meaningful discussions, realistic training, and a continuous learning culture. The session also addresses the organizational and cultural barriers that prevent lessons from being shared—and provides strategies for overcoming them so crews can learn without paying the price of experience.

Participants will learn to:

• Define vicarious learning and explain its value in the fire service.
• Leverage the traditional kitchen table discussion as a powerful learning environment.
• Utilize national learning resources, including the National Near Miss Reporting System, NIOSH Line-of-Duty Death reports, and the Wildland Fire Lessons Learned System.
• Incorporate modern technology—including witness videos, radio traffic recordings, and AI-enhanced emergency scene scenarios—to create engaging and relevant training.
• Recognize the barriers that limit organizational learning and implement strategies to build a culture that embraces shared experience and continuous improvement.

This session equips company officers with practical methods to transform incidents from across the fire service into lessons that improve performance, reduce risk, and prepare firefighters for the challenges they have yet to face.