Sida Liu

Initially, I thought the term ‘reproducibility’ meant the same thing in IT and science, but I discovered they are fundamentally different.

In IT, reproducibility ensures identical results by controlling randomness, such as setting a fixed random seed.

However, in science, true reproducibility requires consistency across different conditions, meaning that fixing a seed can actually reduce scientific reproducibility by masking potential instability in a method.