71. Beyond the Benchmark: Evaluating AI for Real‑World Use

71. Beyond the Benchmark: Evaluating AI for Real‑World Use

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. For more information and episodes visit EPRI.com.

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EPRI Current examines key issues and new R&D impacting the energy transition. Each episode features insights from EPRI, the world's preeminent independent, non-profit energy research and development organization, and from other energy industry leaders. We also discuss how innovative technologies are shaping the global energy future. Learn more at www.epri.com

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Avsnitt(88)

78. Building a Climate-Ready Grid: Strategies, Technologies, and Investments for a More Resilient Future

78. Building a Climate-Ready Grid: Strategies, Technologies, and Investments for a More Resilient Future

This week on the EPRI Current, host Samantha Gilman sits down with Morgan Scott, EPRI Vice President of Electrification and Sustainable Energy Strategy, and Faith Davis, who leads Exelon's Climate Cha...

23 Sep 25min

77. Beyond the Drone: How Robotics Are Transforming the Grid

77. Beyond the Drone: How Robotics Are Transforming the Grid

How are robotics, drones, and AI reshaping utility operations? In this episode of EPRI Current, host Samantha Gilman speaks with EPRI's Dexter Lewis and Ameren's James Pierce about the growing role of...

9 Sep 24min

76. Extreme Heat and the Future of Nuclear Reliability

76. Extreme Heat and the Future of Nuclear Reliability

What do rising river temperatures, lower water levels, and jellyfish have in common? They're all emerging challenges for nuclear power plant operations. In this episode of EPRI Current, host Samantha ...

27 Aug 21min

75. How Could Data Center Growth Affect Future Electricity Costs?

75. How Could Data Center Growth Affect Future Electricity Costs?

This week on the EPRI Current, we explore one of the energy sector’s most recently debated questions: Are data centers driving up electricity rates?     Host Samantha Gilman is joined by Geoff Blanfor...

22 Juli 30min

74. What a “Super El Niño” Could Mean for the Power Sector

74. What a “Super El Niño” Could Mean for the Power Sector

A potential “super El Niño” is making headlines, and for the power sector, it comes with real implications. In this episode of The EPRI Current, host Samantha Gilman speaks with EPRI climate scientist...

18 Juni 20min

73. Defining Flexibility: How Flex MOSAIC™ Creates a Shared Language for the Grid

73. Defining Flexibility: How Flex MOSAIC™ Creates a Shared Language for the Grid

In this week’s episode of the EPRI Current, Dave Weaver from Exelon, Clift Pompee from Compass Datacenters, and Anuja Ratnayake from EPRI join host Samantha Gilman to discuss how new approaches to fle...

3 Juni 32min

72. Micro Data Centers and the Evolution of AI Infrastructure

72. Micro Data Centers and the Evolution of AI Infrastructure

In this episode of the EPRI Current, host Samantha Gilman speaks with EPRI’s Director of Agentic AI and Micro Data Centers, Ben Sooter, about the growing role of distributed inference, also known as m...

20 Maj 25min

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