Name: The Road to use OpenTelemetry for LLM Observability - Guangya Liu, IBM & Nir Gazit, Traceloop
Start: 2025-03-20T14:45:00-0700
End: 2025-03-20T15:15:00-0700

March 18-20, 2025
Napa, California
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Thursday March 20, 2025 2:45pm - 3:15pm PDT

Silverado East

If 2023 is the year of LLMs, then 2024 will be the year for LLM Applications. As LLMs continue to integrate into various applications ranging from chatbots and search engines to creative writing aids, the need to monitor and comprehend their behaviors intensifies.

Observability plays a crucial role in this context. It involves the systematic collection and analysis of data to enhance LLM performance, identify and correct biases, troubleshoot issues, and ensure AI systems are both reliable and trustworthy.

In this discussion, we will explore the concept of LLM observability in depth, focusing on how OpenTelemetry can fit into the world of LLM observability . Additionally, we will talk about challenges around modeling of prompts, completions, events, semantic conventions, and basically our path with the llm-sem-conv working group.

Speakers

Guangya Liu

Senior Technical Staff Member, IBM

Guangya Liu is a Senior Technical Staff Member (STSM) for IBM Instana. He is the technical leader driving the IBM Instana development and customer support. He is also the open source leader for IBM Instana team, driving the cloud-native open source contribution to integrate with... Read More →

Nir Gazit

CEO, Traceloop

CEO @ traceloop; ex-chief architect @ Fiverr, ex-tech lead @ Google; OpenTelemetry contributor

Thursday March 20, 2025 2:45pm - 3:15pm PDT
Silverado East

Sustainability and Innovation in Open Source

Audience Experience Level Any

The Linux Foundation Member Summit 2025

Guangya Liu

Nir Gazit

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