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Pillar I · AI

Using AI

Re-checked every 60 days18 lessons · 18 live
L1AI-01L1What a Language Model Actually Does A tested mental model — three experiments run on a real model and written up
L1AI-02L1How to Use Claude, Step by Step A configured workspace, a working Project, and your own prompt template
L1AI-03L1How to Use ChatGPT, Step by Step A configured workspace with custom instructions, one working Custom GPT, and a data file analysed
L1AI-04L1The Anatomy of a Prompt Your own five-part prompt template, plus three saved templates for jobs you actually repeat
L1AI-05L1Which Model for Which Job? A Comparison You Can Actually Use Your own decision table matching model tiers to the jobs you actually do
L2AI-06L2Studying With AI: Feynman, Mock Exams, Error Hunting Your own exam bot: a saved study assistant that quizzes you, marks you, and finds your gaps
L2AI-07L2Hallucination Hunting: A Protocol for Verifying Output A four-step verification checklist, applied to a real answer with the errors found written up
L2AI-08L2Working With Long Documents: Interrogate, Don't Summarize One real long document analysed — not summarised — with claims cross-examined against the source
L2AI-09L2Working With Data: Upload a Spreadsheet, Get Real Analysis One real dataset analysed and charted by AI, with the key numbers verified by hand
L2AI-10L2Build Your Own Assistant: Projects and Custom GPTs Three working assistants for jobs you actually repeat, each with a tested instruction set
L2AI-11L2Image Generation: Prompt Language, References, Consistency A small image set built to a brief — consistent style, with references and controlled variation
L3AI-12L3Video and Voice: Script → Clip → Voiceover One finished 30-second video built end to end: script, visuals, voiceover, captions
L3AI-13L3Build Your First Tool Without Knowing How to Code One small working app or tool you built with AI and can actually use
L3AI-14L3AI Agents and Automation Chains One live automation that runs an AI step by itself: a trigger, an AI action, and an output
L3AI-15L3Calling AI From Your Own Code: The API, Explained Properly A working script that sends a prompt to a model's API and uses the response
L3AI-16L3Running a Model Locally: Privacy, Cost, Limits An open model running on your own machine, and a clear-eyed comparison to the cloud versions
L1AI-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 policy
L3AI-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 it