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Alessio Fanelli: belief

29 Mar 2025 Latent Space Unsupervised Learning x Latent Space Crossover Special

“I think now you can start to infer semantics from things that are beyond just like simple recognition to like understanding why certain things are happening a certain way.”

— Alessio Fanelli

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Speaker
Alessio Fanelli
Attribution
Verified speaker
Claim type
belief
Recorded
29 Mar 2025
Publisher
Latent Space

Transcript context

…ones. Yeah. Yeah. And cyber security. I mean there's so much to be done there. And it's more like basically any area where. AI is being used by the offense. AI needs to be applied on the defense side, like email security, you know, identity, like all these different things. So we've been doing a lot there as well as, you know, how do you rethink things that used to be costly, like red teaming and maybe used to be a checkbox in the past Today they can be actually helpful. Yeah. To make you secure your app. And there's this whole idea of like, semantics, right? That not the models can be good at. You know, in the past everything is about syntax. It's kind of like very basic, you know, constraint rules. I think now you can start to infer semantics from things that are beyond just like simple recognition to like understanding why certain things are happening a certain way. So in the security space, we're seeing that with binary inspection, for example. Like there's kinda like the syntax, but then there are like semantics of like understanding what is the scope overall really trying to do. Even though this individual syntax, it's like seeing something specific. Not to get too technical, but yeah, I, I think infra overall, it's like a super interesting place if you're making use of the model, if you're just, I'm less bullish. Not, not that it's not a great business, but I think it's a very capital intensive business, which is like serving the models. Mm-hmm. Yeah. I think that infra is like, great people will make money, but yeah. I, I, I don't think there's as much of a interest from, from us at least. Yeah. How, how do you guys think about what OpenAI and the big research labs will encompass as part of the developer and infra category? Yeah.…

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