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Inference

The process of running a trained AI model to generate outputs — as opposed to training the model itself.

Inference is what happens every time you call the OpenAI or Anthropic API. Training is expensive and rare; inference is cheap and continuous. Inference cost optimization — choosing the right model size for each task, caching frequent responses, batching requests — is a core skill for founders building AI products at scale, where API costs can become a meaningful percentage of COGS.

Deep Dive: Inference

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