If you try to PXE boot a Windows 10 or Server vNext Technical Preview VM running on Hyper-V in Windows Server 2012 R2, you are greeted by a nice error message: Boot Failed. EFI Network. Failed Secure Boot Verification.
The simple fix
Until there is an update available turn off secure boot for the Gen 2 VM.