Blockchain is the new frontier for AI. After reaching the pinnacle of computer games over the last two decades, AI research needs new benchmarks. Blockchain presents itself as the perfect staging ground for this next chapter. We are a team of ex Google DeepMind AI researchers and engineers with extensive experience in designing and implementing cutting edge solutions to machine learning and numerical optimisation problems. Now, after spending years developing and deploying advanced AI techniques to optimise closed source systems, we believe it is time for a change. We believe that the benefits of AI systems should be accessible to anyone, in an open and permissionless way. Blockchains such as Ethereum and the emerging system of decentralized applications offer such a promise. The blockchain ecosystem is still very much in its infancy when it comes to using machine learning and statistical optimisation approaches. Which is why we strongly believe that deploying these techniques can act as a big value multiplier for the whole community. The mission of Kosen Labs is to bring the benefits of AI & advanced optimisation to the DeFi space and beyond, all while keeping entry barriers low for the end user and allowing everyone to partake in this new economy. As a first step on this mission, Kosen Labs will be focusing on delivering the best-in-class solution for active liquidity provision (LP) on the next generation automated market makers (AMMs), such as Uniswap v3 and Sushiswap Trident.