There are many issues that can cause short battery life:
PIR false alarm, please reduce the PR sensitivity or increase the PIR trigger interval.
Video length, video length larger than 10 seconds will cost lots of battery power.
Low-quality batteries.
The camera only accepts alkaline batteries, if you are using rechargeable AA batteries, the camera will recognize them as low-power alkaline batteries.