The AI gap will kill companies.

What is it?

it's the large divide between AI's crazy impressive capabilities and what most companies are actually using them for.

And one of the biggest reasons for the AI gap?

Talking.

Like... no one understands how to talk about AI because the technology changes faster than Usain Bolt in Beijing.

You wanna talk to your AI team about LLMs?

PFT. They're running Ralph Wiggum loops in Claude Code and just kinda reading the code before it hits production.

Yeah, the divide is WIIIIIDE.

So we're gonna tackle it together on the second volume of our Starter Series: AI Without the Jargon: The AI Language Every Business Leader Needs to live by in 2026 -- An Everyday AI Chat with Jordan Wilson

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Topics Covered in This Episode:

AI Jargon Barrier for Business Leaders
Generative AI Basics and Lingo Breakdown
ChatGPT, Claude, and Gemini Model Comparison
Understanding Tokens and Context Windows
Large Language Models: Prompt to Outcome
Parameters, Model Power, and Cost Implications
Retrieval Augmented Generation (RAG) Explained
Embeddings, Vector Databases, and Chunking
Agentic Models vs. Transformer Models
AI Risks: Hallucinations, Prompt Injection, Guardrails
Model Context Protocol (MCP) and Connectors
Scaffolding for Complex AI Workflows
AI Success: ROI, Risk, and Implementation Strategies

Timestamps:

00:00 "Join Start Here Series Community"

03:21 Bridging AI and Business Leaders

09:35 Partnering for Generative AI Success

12:26 "AI Models Operate Using Tokens"

15:41 "Shift to Smaller AI Models"

18:56 "Understanding RAG and Its Impact"

22:38 "AI Tools Connecting via MCP"

24:56 "Minimizing AI Hallucinations Effectively"

28:45 "Fast, Careful AI Implementation"

30:53 "AI Guide for Business Leaders"

Keywords:

AI language, AI jargon, artificial intelligence terminology, AI lingo, large language model, generative AI, prompt engineering, context engineering, context window, tokens, tokenization, model architecture, model parameters, neural network connections,

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AI Without the Jargon: The Language Every Business Leader Needs in 2026

Everyday AI Podcast – An AI and ChatGPT Podcast