Apple TV can't login to iCloud
It turns out this is what happens when you have 2FA enabled.  The solution is to get a verification code from an iOS device.  Then use this 6-digit code together with your password on the AppleTV.  So if my password is mypassword then I would enter like mypassword123456.

Settings > Apple ID > Password &amp; Security > Get Verification Code