Simple off-the-shelf MNIST classifier using Keras and Tensorflow will not learn on my new machine

Question

I recently acquired a new machine with a GeForce RTX 3090 GPU. I installed the appropriate drivers, and am using an Anaconda environment with Python 3.8, Tensorflow 2.3.1, a