How should organizations interpret AI benchmarks – and where do they fall short when moving from pilots to real‑world deployment?

 

 

In this episode of EPRI Current, host Samantha Gilman is joined by Jaime Sevilla, Director of Epoch AI, and Apurba Sakti, EPRI Principal Technical Leader for AI, for a deep dive into AI benchmarking and responsible adoption. The conversation explores why strong benchmark scores don’t always translate into operational readiness, the limitations of generic leaderboards, and why domain‑ and workflow-specific evaluations are critical – especially in high-consequence sectors like energy. The discussion highlights how organizations can move beyond demonstrations toward continuous, evidence‑based evaluation to ensure AI systems are reliable, transparent, and fit for real‑world use.

 

 

 

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