Using AI
Column I. Every lesson leaves you with a working thing.
LevelSort
AI-14L3AI Agents and Automation Chains→ One live automation that runs an AI step by itself: a trigger, an AI action, and an outputAI-17L1AI Ethics and Your School's Policy: Where Learning Ends and Cheating Starts→ Your own written rule for using AI on schoolwork, checked against your school's actual policyAI-13L3★Build Your First Tool Without Knowing How to Code→ One small working app or tool you built with AI and can actually useAI-10L2★Build Your Own Assistant: Projects and Custom GPTs→ Three working assistants for jobs you actually repeat, each with a tested instruction setAI-15L3★Calling AI From Your Own Code: The API, Explained Properly→ A working script that sends a prompt to a model's API and uses the responseAI-18L3Getting Paid for AI Skills: Portfolio, Freelance, Packaging a Service→ A packaged service offer: one clear service, a price, and a portfolio piece proving you can do itAI-07L2★Hallucination Hunting: A Protocol for Verifying Output→ A four-step verification checklist, applied to a real answer with the errors found written upAI-03L1★How to Use ChatGPT, Step by Step→ A configured workspace with custom instructions, one working Custom GPT, and a data file analysedAI-02L1★How to Use Claude, Step by Step→ A configured workspace, a working Project, and your own prompt templateAI-11L2Image Generation: Prompt Language, References, Consistency→ A small image set built to a brief — consistent style, with references and controlled variationAI-16L3Running a Model Locally: Privacy, Cost, Limits→ An open model running on your own machine, and a clear-eyed comparison to the cloud versionsAI-06L2★Studying With AI: Feynman, Mock Exams, Error Hunting→ Your own exam bot: a saved study assistant that quizzes you, marks you, and finds your gapsAI-04L1★The Anatomy of a Prompt→ Your own five-part prompt template, plus three saved templates for jobs you actually repeatAI-12L3Video and Voice: Script → Clip → Voiceover→ One finished 30-second video built end to end: script, visuals, voiceover, captionsAI-01L1What a Language Model Actually Does→ A tested mental model — three experiments run on a real model and written upAI-05L1Which Model for Which Job? A Comparison You Can Actually Use→ Your own decision table matching model tiers to the jobs you actually doAI-09L2Working With Data: Upload a Spreadsheet, Get Real Analysis→ One real dataset analysed and charted by AI, with the key numbers verified by handAI-08L2Working With Long Documents: Interrogate, Don't Summarize→ One real long document analysed — not summarised — with claims cross-examined against the source