Android P includes several new features such as WiFi round-trip-time positioning, display cutout support, the ImageDecoder class for image decoding, and a unified biometric authentication API. It also improves existing features like notifications with enhanced messaging styles, and includes privacy and power management changes such as placing restrictions on background access to sensors and limiting apps' resource usage based on usage patterns.