Application Verifier fails to start on 3 separate Windows machines here

  application-verifier, debugging, visual-c++, windows

Simply, I cannot run App verifier (WOW or 64-bit). It simply does not start. Event viewer says:

Faulting application name: appverif.exe, version: 10.0.18362.1, time stamp: 0x58ca3409
Faulting module name: ntdll.dll, version: 10.0.18362.1139, time stamp: 0x335bbdaf
Exception code: 0xc0000374
Fault offset: 0x000dfa1d
Faulting process ID: 0x2ad0
Faulting application start time: 0x01d6aa7ad4a12bf6
Faulting application path: C:WindowsSysWOW64appverif.exe
Faulting module path: C:WINDOWSSYSTEM32ntdll.dll
Report ID: 235c3a4d-2d54-4436-99bf-b54a217c9a7f

Additionally, I tried to run appverif.exe (in system and syswow64) under Visual Studio and I see:

Application Verifier blows up in Visual Studio debugger

EDIT (Update based on comments)
Some are suggesting that Application Verifier does not have a GUI. However, last time I ran it, I saw the following:

Application Verifier Gui

Source: Windows Questions