1. File formats are complex with many stakeholders who interpret specifications differently, leading to divergent implementations over time.
2. Specifications are often incomplete, unclear, non-free, or do not reflect reality, making it difficult to determine what a valid file is.
3. Relying on specifications alone is not sufficient - one must also analyze sample files and code to understand how file formats work in practice.