Several outlets have published lists of notable science fiction books from the 21st century, with some focusing on specific subgenres such as hard sci-fi or psychological thrillers. The lists appear to highlight a range of books, including some that have been adapted into movies and others that are characterized as perfectly written or classic. It is unclear which specific books are being recommended, as different outlets have published different lists with varying themes and criteria.