For my two pennorth I have AIS installed on windows 8.1 and have experienced no problems at all apart from AOS and IE11 initially, although that appears to be cured now (for me at least)
No slow boots
No connection problems
No safe zone problems
Don’t use Java so I cannot comment on that
No problems with deepscreen or hardened mode
No mail problems