Give the Model a Role, Not a Wish
Better prompts come from context, constraints and an output shape — not from adding “please”. Here is how to test prompts, cut cost, and catch confident invention before your users do.
khallaf
// Category
AI
Practical artificial intelligence: prompt engineering, local models, automation and AI tooling.
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2 articles
RAG vs fine-tuning: when to use which
Fine-tuning changes how a model behaves; retrieval changes what it can see. How to tell which problem you actually have, and how to combine the two without wasting a quarter.
khallaf