I would say we're still kind of exploring what the API should look like. It is a bit challenging in terms of exposing some of the zero knowledge proof stuff to the developer. That's a problem our compiler and hopefully other people's compilers as well will fix. I don't think FHE in combination with machine learning is really viable at this point in time. When you think about the overhead from using FHE, it's pretty bad.
This week Anna Rose chats with Ravital Solomon, founder of Sunscreen. They cover her early interest in lattice-based cryptography and how this paved the way for her work on FHE, starting at NuCypher then with her startup Sunscreen. They dive into the challenges involved when building with FHE as well as exploring the power in combining ZKP and FHE. They also discuss the early emergence of lattice-based zero knowledge proofs.
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