docs: refresh README for CRAN release - #6
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Summary
Refresh the README for the CRAN release: lead with CRAN installation, explain explicit runtime setup and persistence, and provide a working MNIST example. Correct repository badges and API descriptions, and document current CPU, tensor-type, and shape-metadata limitations.
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git diff --checkpassed.