In reply to Quentin.

Another reason you may want to specify a seed and stick with it is repeatability. For example, if you are publishing work involving random simulations, this will enable readers and reviewers to replicate what you've done. Repeated random trials can validate your work; using a constant seed can give transparency to the numbers and visualizations you publish.