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What Is First Principles Methodology

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Abstract

In the rapidly evolving world of technology and artificial intelligence, businesses are faced with a multitude of methodologies to implement AI solutions within their enterprise. Each approach offers its own set of advantages and challenges, but the First Principles methodology stands out as the most effective and adaptable for addressing complex issues in AI adoption. Rooted in a deep understanding of the underlying principles that govern AI, this method offers organizations a clear and logical framework to build custom solutions tailored to their unique needs, and more importantly, it allows enterprises to be constantly updated in the fast-changing AI landscape. By embracing the First Principles approach, businesses can harness the full potential of AI while avoiding the pitfalls of blindly applying pre-built models or relying on superficial assumptions. In this chapter, we will delve into the intricacies of the First Principles methodology and reveal how it can revolutionize the way AI is incorporated into the modern enterprise, resulting in increased efficiency, enhanced decision-making, and unprecedented business growth. First Principles methodology is a design approach that can be applied to create successful AI systems by starting with fundamental, underlying principles.

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Notes

  1. 1.

    Foundation 20 // Elon Musk - YouTube (min 23+)

  2. 2.

    https://antilogicalism.com/wp-content/uploads/2016/12/aristotle_posterior.pdf

  3. 3.

    www.sps-aviation.com/story/?id=2646&h=GE-brings-AI-into-preventive-maintenance-to-reduce-jet-engine-failure-by-one-third

  4. 4.

    https://research.netflix.com/research-area/machine-learning

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© 2023 The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature

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Campos Zabala, F.J. (2023). What Is First Principles Methodology. In: Grow Your Business with AI. Apress, Berkeley, CA. https://doi.org/10.1007/978-1-4842-9669-1_2

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