Unsolved Problems in Mlops

Posted3 months agoActive3 months ago

jamesblonde

5 points

1 comments

spawn-queue.acm.orgTechstory

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MlopsMachine LearningSoftware Engineering

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Mlops

Machine Learning

Software Engineering

The article discusses unsolved problems in MLOps, and the HN community shows interest in the topic with a calm and inquiring tone.

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Sep 23, 2025 at 4:55 PM EDT
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Discussion (1 comments)

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jamesblondeAuthor

3 months ago

This is an interesting article by Niall Murphy (O'Reilly author, SRE legend). However, I think has a few unsubstantiated claims for an academic article (e.g., "it's quite hard to have meaningful alerting for ML systems" - I work in this space, know this isn't true in practice).

It is also very agent/LLM-centric, without differentiating between LLMOps and MLOps. For example, the whole area of evals for agents is conspicuous by its absent.

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ID: 45352636Type: storyLast synced: 11/17/2025, 1:10:42 PM

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