Roadmap

Campus Katral

Twelve lessons. Then the tools that hire. Always free.

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1. 01

   Module 1 · Language machines

   You are here

   • Words are not how AI sees wordsYou are here
   • Closed book vs open notes12 min

2. 02

   Module 2 · Desk, tools, loops

   Next on the path

   • The desk has a size10 min
   • A tiny campus agent11 min

3. 03

   Module 3 · Integrity and proof

   Next on the path

   • Integrity is the grade9 min
   • Measure before you brag11 min

4. 04

   Module 4 · Building blocks

   Next on the path

   • Neighbours in meaning-space10 min
   • Prompts that hold10 min
   • Tools, not magic10 min

5. 05

   Module 5 · A project that hires

   Next on the path

   • Pictures, voice, text10 min
   • Fine-tune vs RAG10 min
   • A campus project that hires14 min

6. 06

   Module 6 · Production craft

   Next on the path

   • Temperature is a dice, not a mood12 min
   • Cut by meaning, not by length12 min
   • Retrieve wide, then rank12 min
   • The user is not the boss of the rule12 min
   • Ask for a form, not a poem12 min
   • A gold thread through the miss12 min

7. 06

   Resume

   A verb, an object, a number. Then the mentor pass.

8. 07

   Interview

   Three rooms. The answer with judgment.

9. 08

   Certificate

   When all twelve lessons are done.