The document discusses the evaluation of computer languages, highlighting the distinction between low-level (machine and assembly languages) and high-level programming languages (such as FORTRAN and COBOL). It explains the complexities of low-level languages, their machine dependency, and the advantages and disadvantages of assembly language compared to high-level languages that are easier to use and modify. Additionally, it touches on the evolution of programming languages from third through fifth generation, including procedural and non-procedural programming, and the use of compilers and interpreters for translating high-level code into machine language.