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Radial basis functions are a meshless spectral method that in principle allows very ir regular, adaptive grids in any number of dimensions.However, the lack of a fast transform similar to the Fast Fourier Transform and numerical ill-conditioning have retarded the use of this otherwise-promising method.We shall describe recent progress in overcoming these challenges on an unbounded interval and the surface of a sphere.