← HUB COMMUNITY/AI FUNDAMENTALS
03 · CURRICULUM · 7 WEEKS

The hands-on AI foundation.
Short exercises, not 10 hours of video.

A 7-week path where you actually prompt the models, break things, fix them, and understand what's happening. Read the orientation in each week, run the exercises in your own terminal, ship the proof-of-learning at the end. No grade, no quiz — just whether your build runs.

WEEK 2 OF 7 LIVE · 5 QUEUED29% COMPLETE
the 7-week path

Live weeks below — outlines for the rest.

Two weeks have full content (Week 1 + Week 2). Five more are outlined so you see the destination. New week unlocks every 3-4 days.

WEEK 01 · LIVE

What is AI, really.

2 HRS · 4 EXERCISES

Strip the marketing. What a language model actually does, token by token. Why "AI is just autocomplete" is both true and useless. You'll prompt a model 5 times the same way and 5 times completely differently to feel the difference yourself.

EX 01 · 15 MINTokenize 6 sentences. Predict next-token by hand.no code · pen + paper
EX 02 · 20 MINSame prompt, 5 temperatures. Diff the output.claude API · curl
EX 03 · 25 MINBuild a system prompt that changes outputs predictably.claude code
EX 04 · 30 MINShip: a 1-paragraph "what is AI" you'd give a non-tech friend.your words
WEEK 02 · NOW

Attention & structure.

2 HRS · 4 EXERCISES

Why where information sits in your prompt matters more than what's in it. You'll discover attention by breaking it — long prompts where the model "forgets" the middle, structured prompts that survive 10x the length. The lesson: structure is leverage.

EX 01 · 20 MINBury an instruction in a 3000-word prompt. Watch it fail.claude code
EX 02 · 25 MINAdd XML tags. Watch it recover. Diff the cost.claude API
EX 03 · 30 MINWrite a structured prompt for a real task you have today.your task
EX 04 · 25 MINShip: one repeatable prompt for your daily workflow.save to /community/prompts
WEEK 03 · NEXT

Context engineering.

~2 HRS · OUTLINED

Beyond prompting — when to load CLAUDE.md, when to use system messages, when to load files, when to use sub-agents. The skill that separates "prompt user" from "AI engineer."

WEEK 04 · SOON

Systems thinking for AI.

~2 HRS · OUTLINED
WEEK 05 · SOON

Vibe coding with Claude Code.

~2 HRS · OUTLINED
WEEK 06 · SOON

Building skills and sub-agents.

~2 HRS · OUTLINED
WEEK 07 · SOON

Writing with AI without losing your voice.

~2 HRS · OUTLINED