January 25, 2026

What is AI? A Simple Explanation for Beginners | AI for Beginners Series

22 minutes

What is AI—and what it isn’t? Sheridan Wendt and Jon Foster break down automation, machine learning, and generative AI, showing how AI is already shaping business, discovery, decision-making, and everyday life.

This episode covers:
• Defining AI: What It Is & Isn’t
• Three Types of AI: Automation, ML, Generative
• How Machine Learning Works: Netflix Example
• Generative AI in Real-World Use
• AI Predicts, Not Thinks: Misconceptions
• Why AI Feels Risky
• AI in Everyday Tools: Spotify, Gmail, ChatGPT
• What AI Can’t Do: Common Misconceptions
• Understanding AI Hallucinations
• Why Data Quality Matters
• Viral AI Fears Explained
• AI Regulations & Risk Management
• The Business Value of AI
• Humans + AI: Future Collaboration
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About the Show

Answer Engines: How Brands Build the AI Advantage is a podcast by Advantage Labs exploring how brands earn visibility, trust, and recommendations in the age of AI-driven search. Through conversations with business leaders, founders, and technologists, the show examines how artificial intelligence is reshaping discovery, authority, and decision-making across systems like ChatGPT, Google’s AI-powered search experiences, and other emerging answer engines.

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Host:
Sheridan Wendt
Visionary technology leader with 15+ years of experience driving transformative change, delivering $4B+ in global infrastructure projects, and leading AI implementations that improve efficiency and revenue across Fortune 500 organizations.

Guest:

Jonathan Foster
Cyber Security Engineer & Analyst with extensive experience in network systems and electronics. Jonathan has worked with KBR, Inc., VT Group, Serco, and the US Navy, specializing in system installations, technical support, and military-grade network security. His background includes managing shipboard systems, ensuring compliance with strict security standards, and training personnel on system maintenance and troubleshooting.

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Chapters
00:00 - Intro & welcome: hosts, Jon Foster, series overview
00:25 - Meet Jon Foster and the AI for Beginners series
00:59 - What does AI actually mean?
01:20 - Three AI types: automation, ML, generative
03:01 - Machine learning explained with Netflix example
03:40 - Generative AI explained with real uses
04:10 - AI in social media and personalization
07:03 - How AI predicts patterns and doesn't think
08:11 - AI concerns: fear, risk, jobs, security
08:43 - AI examples in everyday life
09:45 - More everyday examples of AI
10:29 - What AI can't do: myths debunked
11:18 - AI hallucinations explained
12:46 - Data quality matters for AI
14:48 - AI myths & viral fears explained
17:30 - AI regulation and risk prevention
18:10 - Why AI matters today
19:02 - Do you need coding to use AI?
20:33 - Humans and AI working together
21:15 - Recap, final thoughts, what's next
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