Why Do LLMs Lie?

TL;DR

Sentry has developed a tracing tool for monitoring AI agents, revealing how they can produce misleading information. This workshop demonstrates how to identify errors in AI responses and track performance metrics.

Key Takeaways

• Implement tracing to identify errors in AI responses.
• Use retrieval-augmented generation to provide accurate context.
• Categorize errors into factual, faithfulness, and fabrication.
• Integrate external tools for real-time data verification.