@gaymused

here is what killed every previous attempt at fully homomorphic encryption (fhe): noise accumulation. when you encrypt data, you’re essentially hiding the real value inside statistical noise. every computation you perform - addition, multiplication, comparison - adds more noise. after a few operations, the noise drowns out the signal completely. your encrypted answer becomes mathematically indistinguishable. you could technically compute anything on encrypted data, but you’d wait weeks for results a normal computer delivers in microseconds. zama’s tfhe (torus fully homomorphic encryption) scheme inverts this entire paradigm.

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