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Vanishing Gradients

Episode 35: Open Science at NASA -- Measuring Impact and the Future of AI

Sep 19, 2024
In this enlightening discussion, Dr. Chelle Gentemann, an Open Science Program Scientist at NASA, delves into NASA's groundbreaking efforts to integrate AI into the research lifecycle. She explores innovative metrics developed to measure the impact of open science, moving beyond traditional publication metrics. Gentemann also shares insights on AI applications in various NASA projects, from oceanography to the universe's origins, and discusses the challenges of implementing open science in government. Moreover, she highlights the need for reform in academic incentives to promote data sharing and collaboration.
58:13

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Quick takeaways

  • NASA is transforming its research lifecycle through AI, enhancing data accessibility and fostering a collaborative scientific environment.
  • The agency is developing new metrics to evaluate open science impact, shifting the focus from traditional citation-based assessments to diverse contributions.

Deep dives

AI's Role in Transforming Scientific Research

NASA is actively integrating AI throughout the entire scientific research lifecycle, enhancing aspects like data discoverability, coding efficiency, and product generation. This approach aims to revolutionize how data is accessed, processed, and analyzed in scientific research. By employing AI, NASA envisions creating foundational models tailored for various scientific divisions, each designed to streamline processes and improve data utilization. This comprehensive integration is expected to lead to more robust, innovative research outcomes and facilitate scientific collaboration.

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