Always go to Dolphin-Emu.org. They host a massive archive of almost every development build ever created.
Improved shaders and backend stability for AMD and Intel GPU users.
Report regressions responsibly
Ensure you have the latest 64-bit Visual Studio redistributables installed, as Dolphin depends on these for Windows logic.