Monday, June 8, 2026

Beyond Benchmarks: Evaluating AI for Real-World Products

In 2013, I was working on fraud detection at State Compensation Insurance Fund, California’s largest workers’ comp insurer. We built a model that looked credible on paper; precision, recall, the numbers made everyone in the room happy. I pushed hard to ship it fast. Within weeks, the story changed. Fraudsters adapt. The patterns we’d trained […]

from
https://alltechmagazine.com/evaluating-ai-for-real-world-products/

from
https://alltechmagazine0.blogspot.com/2026/06/beyond-benchmarks-evaluating-ai-for.html

from
https://clarissaneville.blogspot.com/2026/06/beyond-benchmarks-evaluating-ai-for.html

No comments:

Post a Comment

The Agentic AI Era Has a Foundation Problem

Enterprise AI has hit a wall in 2026, and it is not the wall most people predicted. Deloitte’s 2026 State of AI in the Enterprise report, ba...