Large Language Models: Friend, Foe, or Otherwise • Alex Castrounis • GOTO 2023
This presentation was recorded at GOTO Chicago 2023. #GOTOcon #GOTOchgo
Alex Castrounis - Professor of AI for Northwestern University’s Kellogg, McCormick MBAi Program & CEO of Why of AI @alexcastrounis
RESOURCES
ABSTRACT
Alex Castrounis is the founder and CEO of Why of AI, a best-selling book author on AI, and a professor of AI for Northwestern University’s Kellogg / McCormick MBAi program. He has over two decades of experience advising startups to Fortune 100 companies on using data, analytics, and AI models to drive business growth and customer success.
Alex is also a former INDYCAR engineer, race strategist, and data scientist that drove winning results for teams such as Andretti Autosport in world-renowned races, including the Indy 500. His experience applying analytics to make smarter, data-driven decisions in racing now helps businesses gain and maintain a competitive advantage in their industry. [...]
TIMECODES
00:00 Intro
00:52 Intro questions
01:06 AI today
07:42 What does a positive AI future look like?
08:36 Capabilities
10:49 What about coding?
11:39 Evolution
16:39 Overview
34:16 Tools
35:47 Pitfalls & concerns
41:40 Why are LLMs beneficial?
42:04 The future of work
47:04 AI won’t take your job, someone using AI will
48:48 Now is the time to seize the day
49:24 Focus on & master what AI can’t do
50:04 Outro
Read the full abstract here:
RECOMMENDED BOOKS
Phil Winder • Reinforcement Learning •
Holden Karau, Trevor Grant, Boris Lublinsky, Richard Liu & Ilan Filonenko • Kubeflow for Machine Learning •
Kelleher & Tierney • Data Science (The MIT Press Essential Knowledge series) •
Lakshmanan, Robinson & Munn • Machine Learning Design Patterns •
Lakshmanan, Görner & Gillard • Practical Machine Learning for Computer Vision •
Aurélien Géron • Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow •
#AI #ML #DataScience #ChatGPT #GPT4 #SoftwareEngineering #Programming #ArtificialIntelligence #MachineLearning #LLM #LargeLanguageModels #FutureOfWork #AlexCastrounis
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