getting started
Progress from zero to frontier with a guided depth ladder.
How to Start Using AI Today — A Practical Guide
Ready to actually use AI? Here's exactly where to start, what to try first, and how to build AI into your daily life — starting today.
30 Days to Actually Using AI: A Practical Learning Plan
A structured 30-day plan for going from AI-curious to AI-capable. One small habit at a time. No tech background required.
Getting Started With AI at Work Without Creating a Mess
A realistic first-step guide for people starting to use AI at work: where to begin, what to avoid, and how to build useful habits fast.
Getting Started with AI — A 7-Day Plan That Builds Real Skill
A beginner-friendly one-week AI learning plan focused on practical outcomes, not theory overload.
Getting Started with AI for Creative Work
A practical guide for writers, designers, musicians, and other creatives who want to use AI as a tool — not a replacement.
AI for Educators: A Practical Guide to Getting Started
A practical guide for teachers and educators who want to start using AI effectively — covering lesson planning, assessment, personalized learning, and navigating academic integrity.
AI for Freelancers: Work Smarter Without Hiring a Team
A practical guide for freelancers who want to use AI to punch above their weight — covering client work, proposals, admin, and building a one-person operation that feels like a team.
Getting Started: AI for Non-Technical Managers
A practical, jargon-free guide for managers who need to understand AI—what it can actually do, how to evaluate opportunities, how to lead AI adoption on your team, and what to watch out for.
AI for Small Business: Where to Start Without a Data Team
You don't need a machine learning team to benefit from AI. This guide shows small business owners where AI delivers real value today — and where it's still hype.
Getting Started with AI for Students
A practical guide for students who want to use AI tools effectively for learning — without crossing academic integrity lines or letting AI do the thinking for you.
The Verification Habit: The First AI Skill Beginners Should Build
The biggest beginner mistake with AI is not bad prompting. It's trusting outputs too quickly. Here's how to build a simple verification habit from day one.
Building AI Habits: Making AI Part of Your Daily Workflow
Most people try AI once, think 'that's cool,' and go back to their old workflow. Here's how to actually make AI a persistent part of how you work — with specific habits, triggers, and low-friction patterns.
Building Your First AI Project: A Step-by-Step Guide
A practical guide to building your first AI project from scratch — choosing an idea, picking tools, building it, and learning from the process.
Choosing Your AI Stack: A First-Timer's Decision Guide
Too many options, not enough guidance. This guide maps the AI landscape into a simple decision tree based on what you're trying to do and how technical you are.
How to Tell If AI Gave You a Good Answer
AI models sound confident even when they're wrong. Here's a practical framework for evaluating AI outputs — when to trust them, when to verify, and how to spot the subtle signs of a bad answer.
Your First AI Project: A Step-by-Step Guide
Stop reading about AI and start building something. Here's a practical guide to choosing and completing your first AI project — with real suggestions, not vague advice.
Your First Week with AI: 7 Practical Exercises to Build Real Skills
The fastest way to get good at using AI isn't to read about it — it's to practice. Here are 7 exercises for your first week that build real, transferable skills.
Running LLMs Locally: A Practical Getting Started Guide
You can run capable language models on your own hardware in minutes. Here's what you need to know to get started with local LLMs — hardware requirements, model selection, and the tools that make it practical.
Understanding AI Limitations: What It Can't Do (Yet)
AI tools are powerful, but they have real limitations. Understanding what AI can't do well is just as important as knowing what it can. Here's an honest guide.