AI

Context windows and memory: why they are different questions

Distinguish an AI model's active context from persistent memory by checking what information is available now, what is saved and how it returns.

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How to check an AI-generated spreadsheet formula

Check an AI-written spreadsheet formula using independently calculated answers, boundary cases, blank inputs and the documented function behaviour.

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How to compare two AI tools on your own tasks

Compare AI tools with a fixed set of your own tasks, a shared scoring rubric and an honest record of failures, corrections and time spent.

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How to use AI for translation without losing the source meaning

Review an AI translation by checking meaning, terminology, names, numbers and omissions before polishing the target-language style.

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How to write an AI request with clear review criteria

Make an AI request easier to evaluate by specifying the input, intended result, constraints and a concrete acceptance checklist.

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Local or cloud AI: how to compare the complete setup

Compare local and cloud AI using task quality, hardware, data handling, operating work and documented requirements rather than deployment labels alone.

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