Direct answer

What is the real deployment risk when choosing between SLM and LLM?

The real risk is a mismatch between what the model can do and how the application's scope will inevitably expand. If you start with an SLM for a specific task and then business requirements expand to include different capabilities, you may face sunk costs, broken data flows, and stalled projects requiring complete rebuilds.

11 Mar 2026
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Short answer

The real risk is a mismatch between what the model can do and how the application's scope will inevitably expand. If you start with an SLM for a specific task and then business requirements expand to include different capabilities, you may face sunk costs, broken data flows, and stalled projects requiring complete rebuilds.

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What is the real deployment risk when choosing between SLM and LLM?

The real risk is a mismatch between what the model can do and how the application's scope will inevitably expand. If you start with an SLM for a specific task and then business requirements expand to include different capabilities, you may face sunk costs, broken data flows, and stalled projects requiring complete rebuilds.

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