AlphaEvolve automates optimization of TFHE and CKKS FHE kernels on TPUv5e, finding changes that cut bootstrap latency by 2.5x and rotation/multiplication by 1.31x/1.18x versus human baselines.
A general purpose transpiler for fully homomorphic encryption,
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Adapting AlphaEvolve to Optimize Fully Homomorphic Encryption on TPUs
AlphaEvolve automates optimization of TFHE and CKKS FHE kernels on TPUv5e, finding changes that cut bootstrap latency by 2.5x and rotation/multiplication by 1.31x/1.18x versus human baselines.