“Cannot execute binary file exec format error” arises due to incompatibilities between the file format and the operating system’s expectations. System frameworks define file formats, dictating how data is organized within the file. When a system attempts to execute a file, it checks its format against its own expectations. If there’s a mismatch, the system reports an “exec format error.” This can occur when trying to run an executable compiled for a different operating system or architecture.