Imagine you're looking at a computer screen filled with gibberish and squiggles. That's kind of like machine-readable format. Human-readable names are the opposite - they're words and phrases that us humans can actually understand. For example, a filename like "vacation_photos_2024" is much easier to remember than a string of random letters and numbers.
