Layer 2 — Learning · AI Literacy Series

AI Literacy Series

Three guides for anyone starting to do real work with AI. Not "type a question, get an answer" — the configuration, verification, and responsibility habits that separate people who get sustained value from people who quietly create problems. Read in order; each builds on the last.

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  1. GUIDE 01

    Practical Tool Use & Prompting

    23 min

    Treat the model as a tool you configure, not a magic answer box. Prompt structure, few-shot, RAG vs fine-tuning.

    Strengthens Tool Use & PromptingStart
  2. GUIDE 02

    Evaluating AI Outputs

    19 min

    The wrong answer looks exactly as confident as the right one. Where hallucinations cluster, and what verification actually works.

    Strengthens Evaluating OutputsStart
  3. GUIDE 03

    Responsible Use

    20 min

    Most mistakes happen quietly — a pasted ticket, a leaked secret, an unowned error. The habits that prevent them.

    Strengthens Responsible UseStart
Where this fits

The loop is assess → learn → re-assess. Take the AI Literacy & Proficiency assessment to get a baseline and see which section is weakest — it points you straight at the guide that closes the gap. Re-take it after a few weeks of practice to confirm the habits are sticking.