The Building Blocks of Generative AI | by Jonathan Shriftman | Medium — AI education and transformer understanding for small business owners new to AI

Stop feeling lost when your team talks about AI, transformers, and why ChatGPT works—this free educational article breaks down the foundational concepts every small business owner needs to actually understand generative AI technology.

What It Does for Your Business

This is a comprehensive, jargon-free explanation of how generative AI actually works, written specifically for business people who want to move beyond buzzwords. Instead of drowning you in equations, Jonathan Shriftman walks you through the transformer architecture—the breakthrough technology that powers ChatGPT, Claude, and every modern AI tool your business might adopt—using plain English and visual examples. You'll understand why these tools work the way they do, their real capabilities, and their actual limitations.

For small business owners evaluating AI tools or planning to train staff on AI adoption, this article eliminates the knowledge gap that stops smart decision-making. You'll be able to have real conversations with developers, evaluate vendor claims honestly, and understand what AI can and cannot do for your specific business problems. This foundation costs you 15 minutes of reading time and $0.

Key Features

• Transformer Architecture Explained — Understand the "why" behind every major AI tool, not just the marketing claims
• No Math Required — Written for business owners, not data scientists; plain language throughout
• Visual Learning Path — Builds concepts step-by-step from basic to advanced so you actually retain it
• Real-World Business Context — Examples tied to how AI actually applies to small business decisions and workflows
• Immediately Actionable — Finish reading and immediately evaluate AI tools your team is considering with real understanding
• Completely Free — Medium article with no paywalls, no signup friction, no sales pitch

Best For

Small business owners in any industry considering AI adoption; marketing agencies building AI into client deliverables; accountants and bookkeepers evaluating AI accounting tools; e-commerce owners testing AI content generation; service providers (consultants, coaches, agencies) who need to understand AI capabilities before recommending or using these tools; and anyone on your team responsible for evaluating new AI software.

Pricing

Free. No registration required, no email list signup, no upsell.

Business ROI

The ROI here is confidence and smarter decision-making. Small business owners who understand transformer architecture and how generative AI actually works save 10-20 hours on vendor evaluations because they can spot overclaiming immediately and ask the right technical questions. You'll avoid costly AI tool subscriptions that don't fit your actual needs, negotiate better implementation timelines with developers, and confidently explain AI capabilities to clients and staff. For agencies and consultants, this knowledge directly supports sales conversations and project scoping. For the cost of 15 minutes, you eliminate the guesswork from a technology category that will touch every aspect of your business over the next 24 months.