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Shawn Wang: prediction

30 Mar 2026 Latent Space Mistral: Voxtral TTS, Forge, Leanstral, & what's next for Mistral 4 — w/ Pavan Kumar Reddy & Guillaume Lample

“One of my theories is that because the proofs takes so long, it’s actually just a proxy for long horizon reasoning and coherence and planning.”

— Shawn Wang

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Speaker
Shawn Wang
Attribution
Verified speaker
Claim type
prediction
Recorded
30 Mar 2026
Publisher
Latent Space

Transcript context

…We’re going to see much more of this. So I think yes, industry there is going to be much larger in the future that we, these models. So yeah. Here also anticipating this a little bit, we wanted to work on that because it’s proving like a math theory and like a, essentially the same tools. Yeah. One of my theories is that because the proofs takes so long, it’s actually just a proxy for long horizon reasoning and coherence and planning. Maybe a lot of people will say okay, it’s for people who like math. It’s for being okay. It’s like a niche math language. Who cares? But actually, and you use this as part of your data mixture for [00:39:00] post-training and reasoning, actually, it might spike everywhere else. Yeah. And I think that’s un under explored or no one’s like really put out a definitive paper on how this generalizes. Yeah, absolutely. And…

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