02 December 2025 16:30 - 17:00
Panel | Designing robust LLM evaluation frameworks for performance and alignment
In this session, we’ll explore how to build robust evaluation frameworks that go beyond benchmarks to capture safety, bias, hallucination, and task-specific performance.
We’ll cover practical methods for stress-testing LLMs in enterprise settings, defining custom evaluation metrics, and building scalable pipelines to validate model behavior over time.
→ Key techniques for measuring alignment, reliability, and safety.
→ How to operationalise evaluation workflows across teams and use cases.