Meanwhile, in Silicon Valley…

Google is making private AI practical with homomorphic encryption blog.google

Fully homomorphic encryption lets a computer do arithmetic on data it cannot read, and for decades it was too slow to use for anything. Google says it is now fast enough to run AI models over encrypted inputs, so the server answering your query never sees the query.