Illia Polosukhin
speaker
714 appearances
3 recordings
1 series
first heard Oct 2024
last heard Sep 2025
Illia Polosukhin’s voice in public audio — every appearance, attributed to the second.
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Appearances
Even in the right now the most performant way it's probably like a thousand X slower than na just computing it itself.
It's a lot of overhead.
It's a lot of overhead, especially with like most of the time, you know, you're asking Chat GPT to do like dumb things.
Uh everybody does.
Um and so uh so it's kind of only makes sense for like really critical stuff.
The other side is there's this thing called um kind of fully homomorphic encryption, right?
This is where you actually do in compute where it is private for every participant.
It is verifiable, but uh again the the overhead is massive, right?
Something also in the order of uh thousand to ten thousand X.
But that is like a
you know, kind of fully pred and verifiable.
What we're doing with Secure Enclaves is finding, I would say, a uh pragmatic middle ground where indeed we trusting the hardware providers and and uh and and we can talk about like what does that entail.
But the benefit is the maximum overhead we've seen in product kind of in our testing and production is five five percent.
Uh and so it's usually like from one to five percent overhead over running without this mode, but you get privacy, you get kind of this ability for permi for network to permission to join, and you get verifiability as well out of it.
So you don't get why is it it's dumber on on the whatever at night at i at the daytime.
So you will not get that on kind of our decentralized cloud.
So
One to five percent.
Um the only other challenge right now, it only works on the level of a single machine, so eight GPUs.
So uh we can fit anything that fits into eight GPUs, which is effectively all the open source models right now fit there.
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