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Practical explainers and sourced industry news, with clear context and dates.

AI & Generative AI

RAG, explained through a practical example

Follow a question through document preparation, retrieval, and a grounded answer—and see where the approach can still fail.

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Machine Learning

Why model evaluation matters more than a demo

A convincing example is a useful starting point, but it cannot tell you how a model behaves across real inputs and error costs.

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MLOps & Deployment

What changes when a model goes into production?

Production adds users, dependencies, monitoring, and changing data. Reliability needs to be designed around the whole model lifecycle.

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News
Microsoft & Workforce

Microsoft offers voluntary exit packages to about 60,000 employees

The 60,000 figure describes employees eligible for Microsoft’s offer—not people confirmed to have accepted or left.

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Editorial note: News cards link to dated reporting. An announced offer or eligibility estimate is not the same as confirmed employee departures.