As we've already mentioned, the audience's need for information will drive how much information you provide. If the audience both needs and can handle a lot of information, then get super-detailed. On the other hand, if the audience only needs or only can handle the basics for whatever reason, then keep the definition short and include just the absolutely necessary information.
Another important factor we have been taught is the length of our information. If the audience needs a lof information to get the point across, you are going to need a lot of information. If the audience need little information so they do not get overwhelmed then you need to concise your information.