Osmosis is not the solution, but the process of bringing new discoveries, innovation and refinement to the DeFi space. DeFi scientists are the liquidity providers. Each of them may have identified inefficiencies and problems in the DeFi market and come up with a variety of solutions. Osmosis AMM's modularity and customization is evident in the wide variety of scientific instruments scientists can use to perform a wide range experiments. This process and the tools they have can lead to breakthrough innovations in pricing, slippage and impermanent losses. They can also be shared and shared with others, which ultimately will move the entire AMM space forward.