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HREX v1.1 Navigating the AI Landscape: From Big Data to LLMs

The Evolution of AI

10.10.25

In this inaugural episode of the HR Examiner podcast, John Sumser and Heather Bussing delve into the evolution of AI, exploring its journey from big data to machine learning and natural language processing. The conversation covers the development of AI over the last 75 years. John poses ther interesting idea that AI is a new kind of literacy.

Chapters

00:00 Introduction to AI and Its Evolution

02:53 The Journey from Big Data to AI

05:57 Understanding Machine Learning and Natural Language Processing

08:44 The Rise of Large Language Models

11:40 AI vs Traditional Search: A Comparative Analysis

14:43 The Role of AI in Market Research and Data Analysis

30:59 Navigating the Utility of Large Language Models

37:12 The Role of Human Oversight in AI Outputs

43:30 Building Trust in AI: Learning Through Experience

48:29 Understanding AI as a New Form of Literacy

Keywords

AI, machine learning, natural language processing, big data, large language models, search engines, AI literacy, validation, human interaction

Sound bites

“Data makes its own gravy.”

“AI is not a person, it’s a machine.”

“AI is a new form of literacy.”

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