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Explaining AI explainability (Practical AI #91)

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The CEO of Darwin AI, Sheldon Fernandez, joins Daniel to discuss generative synthesis and its connection to explainability. You might have heard of AutoML and meta-learning. Well, generative synthesis tackles similar problems from a different angle and results in compact, explainable networks. This episode is fascinating and very timely.

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    • Featuring:

    • Sheldon Fernandez – LinkedIn, X
    • Daniel Whitenack – Website, GitHub, X

    Show Notes:

    • Darwin AI
    • FermiNets - a paper that introduces the idea of generative synthesis.
    • COVID-Net - Darwin AI’s COVID-related computer vision model.
    • NLP highlights podcast episode on Behavioral Testing - behavioral tests
    • Sheldon’s explainability primer on medium

      • Something missing or broken? PRs welcome!

      ...more
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