Why will an artificial general intelligence automatically be "thousands of times faster than the entire human race"? Are you assuming that this theoretical AI algorithm is trivial in terms of computational complexity?
Yes, I think it is trivial. At least it will be in hindsight. The brain exists, it is proof that AI is possible just as birds were proof that flight was possible. We just need to discover the easiest way to implement it.