The conjunction fallacy is the way a story can sound more plausible if you add more details to it, even though in reality every extra detail makes the whole story strictly less probable.
For example:
The statement "Bill is an accountant who plays jazz for a hobby." is less probable than the statement "Bill plays jazz for a hobby."...