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What is inference engineering? Deepdive

Everyone is focused on training models. Nobody is talking about inference engineering.

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The KeyNews take

Why it matters

As AI moves from experimentation to production, inference engineering—optimizing how models run in real applications—becomes the critical bottleneck that determines whether AI initiatives succeed or fail at scale.

The key facts

3 to know
  1. New book 'Inference Engineering' by Philip Kiely

  2. Inference engineering identified as obscure but critical field

  3. Daily inference usage by engineers widespread

Go to the source

Pragmatic Engineernewsletter.pragmaticengineer.com

Publisher excerpt: Many engineers use inference daily, but inference engineering is a bit obscure – and an area rich with interesting challenges. Philip Kiely, author of the new book, “Inference Engineering,” explains
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