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LMSR (Logarithmic Market Scoring Rule)
Research

LMSR (Logarithmic Market Scoring Rule)

The most popular prediction markets today use order books and continuous double auctions because they allow venues to externalize risk, but these markets have several known limitations
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Gabriel P. Andrade
Prediction Markets are Learning Algorithms
Article

Prediction Markets are Learning Algorithms

In this piece we’ll unpack this similarity and reveal that, in many cases, they are formally equivalent in a strong sense. We’ll discuss which classes of prediction markets are mathematically identical to standard online learning...
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Marx Zang Gabriel P. Andrade
Verde Verification System In Production
Research

Verde Verification System In Production

In this blog post, we dive into the landscape of verification methods, discuss their advantages and drawbacks, and explain our method, Verde.
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Oguzhan Ersoy
Introducing RL Swarm’s new backend: GenRL
Article

Introducing RL Swarm’s new backend: GenRL

GenRL is a new framework designed from the ground up to simplify and accelerate the creation of advanced RL environments, particularly those involving multiple agents.
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Gensyn
GPT@home: Why the Future of Training is Decentralized
Article

GPT@home: Why the Future of Training is Decentralized

AI training costs are hitting $100B per run. Gensyn's decentralized infrastructure enables efficient training across edge devices at massive scale—making model development collaborative and accessible.
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