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A twofer on software estimation that also tallies with my intuition. People are really great at estimating the median which is impossible to communicate to people without deep intuition for software engineering and statistics.

It makes total sense as a guideline to multiply your initial guess x1.6 for the mean, x5 for the 95th percentile and x10 for the 99th percentile. This is also why deadlines are irrelevant and counterproductive in software engineering. There are much better ways to achieve the same goals.

https://thesearesystems.substack.com/p/task-estimation-conquering-hofstadters

https://erikbern.com/2019/04/15/why-software-projects-take-longer-than-you-think-a-statistical-model.html

Alper Cugun
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Alper Cugun

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We use reservoir sampling a lot day to day and here’s a great visual explanation of how this algorithm does this seemingly impossible task.

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Quanta’s write-ups of math discoveries are always enjoyable to read. In this case an undergraduate (!) figured out something new about hash tables and how fast they can be. Not sure yet when this will be shipped in code, but still it’s a pretty amazing discovery.