Where Do I Even Begin? Your First Steps with AI Tools for Business Success

In this episode of Early Adopter, Jess and Kyle launch their new beginner-focused series "Where Do I Even Begin?" They break down what Large Language Models (LLMs) are, explain the core AI tools available today, and provide a comprehensive comparison of ChatGPT, Claude, Gemini, Perplexity, DeepSeek, and Grok. The hosts also dive deep into Google's massive I/O 2025 announcements that could revolutionize small business operations, share listener poll results about most-hated work tasks, and discuss a cautionary tale about AI-generated content gone wrong at the Chicago Sun-Times.

• LLMs are pattern-based text generators trained on massive amounts of internet data - they predict the next word rather than truly "knowing" answers

• Google's I/O 2025 announcements democratize enterprise-level AI capabilities for small businesses through tools like Gemini 2.5, AI search mode, and Google Flow

• 57% of listeners identified boring admin tasks as their biggest pain point - exactly what LLMs excel at solving

• Always implement human oversight for AI-generated content, especially anything public-facing

• Start small and build confidence - pick one tool and test it with simple admin tasks before moving to complex applications

00:00 Intros Welcome back and listener feedback from Episode 1 Shoutout to moms experimenting with ChatGPT!

03:34 Introducing...Where Do I Even Begin?

• New beginner-focused series going back to the basics.

• This week, we’re starting with Large Language Models (LLMs) and the primary tools.

05:01 The Rise of Generative AI and LLMs

• AI vs. generative AI vs. machine learning explained.

• The importance of the ChatGPT moment: November 2022.

• How LLMs work: pattern recognition and word prediction

10:00 Why Do LLMs matter for your business?

• Understanding the time-saving capabilities and productivity gains

14:51 Inspiration - Some Real World Use Cases

• Legal document analysis ("explain it like gossip")

• Email chain summarization and tone analysis

• Meeting transcription and action item extraction

• Investor report analysis and metric comparison

20:53 The Evolution of AI Tools

Introduction to the major LLM platforms - all are available as browser / apps (except Grok which is also available on X)

21:07 OpenAI - ChatGPT

• The Swiss army knife, best for beginners

25:18 Google - Gemini

• Perfect for Google Workspace users - lots of new features coming

26:22 Anthropic - Claude

• Superior for writing and sensitive documents, with a privacy-focused approach

28:57 Perplexity

• The fact-checker with citations and more research-focused capabilities

30:44 DeepSeek

• Cost-effective coding and logic tasks, with a focus on performance vs. price considerations

31:45 Grok

• Real-time social insights (with limitations), Twitter (X) integration

33:34 Deciding Which Tool Is Best for You

• Decision framework based on business needs

• Recommendation strategies

34:58 Poll Results: Your Most Hated Work Tasks

• 57% chose boring admin tasks

• 29% selected slides and presentations

• 14% picked content creation

• 0% said endless emails (surprising!)

37:29 AI News of the Week: Google I/O 2025

• Gemini 2.5 with 1 million token context window AI mode in Google Search

• Real-time translation in Google Meet

• Google Flow for AI filmmaking

• Virtual try-on technology for e-commerce

• Agent mode for complex task delegation

45:52 AI Gone Wrong

• Chicago Sun-Times incident with non-existent books

• Vendor-supplied content without proper review Importance of AI policies and quality control

49:43 Homework Time

• Pick one LLM and test with simple admin task

• Share your AI success stories and use cases!

• Email results to hello@earlyadoptr.ai

51:05 That's a Wrap!

• Next week preview: Prompt Engineering 101

• Testing new Google features

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