Adding two covariance matrices of different sizes

That looks like it should do what you want to me. When I try it it looks like it does the right thing. Is it working for you? You can verify pretty easily by plotting cov and new_cov to see if the corner has changed.

K = cov(x).eval();  plt.imshow(K);
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