Deciphr is an AI tool that can summarize entire podcast transcripts, saving time and providing show notes in under 60 seconds. It is free and offers end-to-end encryption for secure data handling. With Deciphr, users can upload audio transcripts and let the AI do the work, saving over 8 hours of time. Users have praised Deciphr for being easy to use and efficient, providing more time for other activities.