Happy New Year!!!! During the break I spent some time trying to understand the concept of Observability in LLM and ass software engineers and architec

Neural Networks Observability and Monitoring

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2025-01-06 22:00:06

Happy New Year!!!! During the break I spent some time trying to understand the concept of Observability in LLM and ass software engineers and architects of large systems and software, this is an important feature that we have to consider all the time and ability to monitor how the system behave at different point in time and under different set of circumstances. The reason why we do that is to be able to understand if the system that we built is meeting the expectation using

Now the question is, what capabilities we have to monitor AI Model and in specific Neural Network? What are the differences between observe and monitor a deterministic system in comparison to monitor a non-deterministic one? Here we go let me try to provide you my current understanding of the state of the art.

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