JSON, while designed to be a universal data interchange format, reveals significant inconsistencies in its implementation across different programming languages. These variations can lead to issues such as precision loss in numbers, differing string encodings, and object key ordering problems, complicating data handling in multi-language systems. Developers are encouraged to establish conventions, validate schemas, and rigorously test compatibility to mitigate these challenges.