Intelligence & MLOps // Karl Fezer // MLOps Podcast # 148

Mar 7, 2023

Karl Fezer, Intelligence & MLOps expert, discusses biases, defining intelligence, and the future of large language models in AI. He emphasizes the importance of efficient high-impact tasks in MLOps. The conversation touches on philosophical tangents but relates back to practical applications of these concepts.

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Intro

00:00 • 3min

Launching a Podcast and Implementing AI in a Corporate Setting

02:50 • 11min

Exploring the Definitions of Intelligence and Artificial Intelligence

13:21 • 3min

Delving into Definitions of Intelligence and the Evolution of AI

16:01 • 3min

Complexities of Understanding the Brain and Mind

19:28 • 13min

Evolution of Machine Learning Tools and Infrastructure

32:26 • 15min

MLOps Coffee Sessions #148 with Karl Fezer, Intelligence & MLOps co-hosted by Abi Aryan.

// Abstract
This conversation explores various topics including biases, defining intelligence, and the future of large language models and MLOps. Karl discusses his paper on defining intelligence and how it relates to the increasing interest in Artificial Intelligence. Karl shares his thoughts on the overlap between foundational models and MLOps, emphasizing the importance of making high-impact tasks more efficient and easier. The conversation touched on philosophical tangents but ultimately circled back to practical applications of these concepts.

// Bio
Karl graduated in 2014 from the University of Georgia with a Masters in Science in Artificial Intelligence. Since then, he has continued to stay on top of the latest iterations of Machine Learning and loves trying new open-source frameworks.

For the last 6 years, he has been purely focused on AI Developer Relations. First at Mycroft, the voice assistant startup, then Intel, Arm, briefly at Wallaroo.ai, and now at Lockheed Martin.

He currently lives in Seattle and spends his free time writing, reading, sailing, and camping.

// MLOps Jobs board
https://mlops.pallet.xyz/jobs

// MLOps Swag/Merch
https://mlops-community.myshopify.com/

// Related Links
Intelligence Primer paper by Karl Fezer and Andrew Sloss: https://arxiv.org/abs/2008.07324
Computing Machinery and Intelligence paper by Alan Turing: https://redirect.cs.umbc.edu/courses/471/papers/turing.pdf

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Connect with Karl on LinkedIn: https://www.linkedin.com/in/karlfezer/