A practical lab · about 17 minutes
Interactive learning lab
Build with AI · guide 7 of 9
The AI intervention escalation lab
0/4 core signals
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Architecture lab · BriefingScene 1 / 5
Different gaps require different layers
Identify where the missing capability should live.
Different gaps require different layers ready.
Predict
Inspect
Verify
A prompt supplies request-time direction. A skill packages reusable procedure. An indexed knowledge base provides exact and structured lookup. RAG selects evidence for generation. Fine-tuning changes persistent model behaviour. Start with the cheapest layer that directly owns the gap.
Instructions are not knowledge.
Retrieval is not training.
Repetition alone does not justify autonomy.