# Systematic Alpha Capture [Direct link to heading](#the-advancement-of-alpha-generation-on-top-of-decentralized-perpetual-futures) **Yield Mechanism Overview:** While the ROI of certain systematic yield might fluctuate during bull/bear cycles, kUSD engineers its yield generating strategies around all **Perp DEXs Create Systematic, On‑Chain Alpha opportunities for Quant Funds, and Kvants converts It Into Stable Yield accrued into the value of kUSD.** Perpetual DEXs are always on, transparently priced, and incentive driven. That combination reliably produces **cash‑flow opportunities that do not depend on price direction** and that can be harvested by algorithms with strict risk controls. kUSD is designed to route collateral into those opportunities through its vault engine, then pass the resulting yield to users in a permissionless, auditable way. --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://kvants.gitbook.io/kvants-whitepaper-1/kvants/systematic-alpha-capture.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.