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Most teams fine-tune a model when what they needed was to hand it a document

Computer Science

Most teams fine-tune a model when what they needed was to hand it a document

13 Sept 2026 · 8 min read

\"Train it on our data\" is the reflex, and it is usually the expensive wrong answer. Fine-tuning changes how a model behaves; retrieval changes what it can see. Confusing the two is where most AI project budgets go.

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