AI Engineer · July 24, 2025

How to run Evals at Scale: Thinking beyond Accuracy or Similarity — Muktesh Mishra, Adobe

How to run Evals at Scale: Thinking beyond Accuracy or Similarity — Muktesh Mishra, Adobe video thumbnail
Why it matters

AI Engineer session on How to run Evals at Scale: Thinking beyond Accuracy or Similarity, presented by Muktesh Mishra, Adobe. It adds practical context for how teams are building and operating AI systems in production.

My takeaway: How to run Evals at Scale: Thinking beyond Accuracy or Similarity — Muktesh Mishra, Adobe is a model-evaluation signal. The practical read is to tie capability claims to evidence, launch criteria, and regression tests rather than relying on demos or benchmark headlines.