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PODCAST

The AI Fundamentalists

Dr. Andrew Clark & Sid Mangalik

A podcast about the fundamentals of safe and resilient modeling systems behind the AI that impacts our lives and our businesses.

technology tech news

All Episodes

41:24

Exploring the NIST AI Risk Management Framework (RMF)...

The AI Fundamentalists ·

2024/07/30

Join us as we chat with Patrick Hall, Principal Scientist at Hallresearch.ai and Assistant Professor at George Washington University. He shares his insights on the current state of AI, its limitations, and the potential risks associated with it. The conversation also touched on the importance of responsible AI, the role of the National Institute of Standards and Technology (NIST) AI Risk Management Framework (RMF) in adoption, and the implications of using generative AI in decision-making.Sho...

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28:29

Data lineage and AI: Ensuring quality and compliance...

The AI Fundamentalists ·

2024/07/03

Ready to uncover the secrets of modern systems engineering and the future of AI? Join us for an enlightening conversation with Matt Barlin, the Chief Science Officer of Valence. Matt's extensive background in systems engineering and data lineage sets the stage for a fascinating discussion. He sheds light on the historical evolution of the field, the critical role of documentation, and the early detection of defects in complex systems. This episode promises to expand your understanding of mode...

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28:17

Differential privacy: Balancing data privacy and...

The AI Fundamentalists ·

2024/06/04

Explore the basics of differential privacy and its critical role in protecting individual anonymity. The hosts explain the latest guidelines and best practices in applying differential privacy to data for models such as AI. Learn how this method also makes sure that personal data remains confidential, even when datasets are analyzed or hacked.Show NotesIntro and AI news (00:00) Google AI search tells users to glue pizza and eat rocks Gary Marcus on break? (Maybe and X only break)Wha...

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45:59

Responsible AI: Does it help or hurt innovation? With...

The AI Fundamentalists ·

2024/05/07

Artificial Intelligence (AI) stands at a unique intersection of technology, ethics, and regulation. The complexities of responsible AI are brought into sharp focus in this episode featuring Anthony Habayeb, CEO and co-founder of Monitaur, As responsible AI is scrutinized for its role in profitability and innovation, Anthony and our hosts discuss the imperatives of safe and unbiased modeling systems, the role of regulations, and the importance of ethics in shaping AI.Show notesPrologue: ...

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36:23

Baseline modeling and its critical role in AI and...

The AI Fundamentalists ·

2024/04/17

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21:56

Information theory and the complexities of AI model...

The AI Fundamentalists ·

2024/03/26

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35:48

The importance of anomaly detection in AI

The AI Fundamentalists ·

2024/03/06

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32:55

What is consciousness, and does AI have it?

The AI Fundamentalists ·

2024/02/13

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41:23

Upskilling for AI: Roles, organizations, and new...

The AI Fundamentalists ·

2024/01/25

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32:49

Non-parametric statistics

The AI Fundamentalists ·

2024/01/10

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31:27

AI regulation, data privacy, and ethics - 2023...

The AI Fundamentalists ·

2023/12/19

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43:41

Managing bias in the actuarial sciences with Joshua...

The AI Fundamentalists ·

2023/12/07

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43:56

Model Validation: Performance

The AI Fundamentalists ·

2023/11/04

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36:23

Model validation: Robustness and resilience

The AI Fundamentalists ·

2023/10/11

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23:48

Digital twins in AI systems

The AI Fundamentalists ·

2023/09/20

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28:12

Fundamentals of systems engineering

The AI Fundamentalists ·

2023/08/23

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31:46

Synthetic Data in AI

The AI Fundamentalists ·

2023/08/08

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27:02

Modeling with Christoph Molnar

The AI Fundamentalists ·

2023/07/25

Episode 4. The AI Fundamentalists welcome Christoph Molnar to discuss the characteristics of a modeling mindset in a rapidly innovating world. He is the author of multiple data science books including Modeling Mindsets, Interpretable Machine Learning, and his latest book Introduction to Conformal Prediction with Python. We hope you enjoy this enlightening discussion from a model builder's point of view.To keep in touch with Christoph's work, subscribe to his newsletter Mindful Modeler -

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36:37

Why data matters | The right data for the right...

The AI Fundamentalists ·

2023/06/27

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30:56

Truth-based AI: LLMs and knowledge graphs - back to...

The AI Fundamentalists ·

2023/05/31

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41 results

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