On the first boot up, the early builds of Windows 95 (pre-OSR2) would commonly show the following error screen during the post-installation boot-up,

Restarting the computer doesn't fix the issue. How to fix the problem?
On the first boot up, the early builds of Windows 95 (pre-OSR2) would commonly show the following error screen during the post-installation boot-up,

Restarting the computer doesn't fix the issue. How to fix the problem?
I don't claim that my answer is the only known solution, but after looking through the obscure forums, I found the following solution.
I hope this helps someone. The information on Windows 95 and its troubleshooting seems really scarce online