Determining whether a cosmological inflation model, such as single-field slow-roll inflation, gracefully exits involves analyzing specific criteria related to the inflaton potential. David H. Lyth's book, "The History of the Universe," outlines necessary conditions for the end of inflation, particularly focusing on the behavior of the inflaton potential's second derivative, V''. The discussion highlights that simply violating conditions ε and η may not be sufficient for a graceful exit; the overall shape of the inflaton potential is crucial. The appendix of Lyth's book is essential for understanding these criteria, although it may not provide sufficient conditions for developing new inflaton potential shapes. Overall, the conversation emphasizes the importance of Lyth's work in guiding the understanding of inflation's end.