# Kvants - [Executive Overview](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/executive-overview.md) - [Why Invest With Kvants](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/why-invest-with-kvants.md) - [Why Systematic Strategies Outperform “Buy and Hold”](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/why-systematic-strategies-outperform-buy-and-hold.md) - [Infrastructure](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/infrastructure.md) - [Kvants App](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/kvants-app.md) - [Homepage](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/kvants-app/homepage.md) - [Portfolio](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/kvants-app/portfolio.md) - [Strategy](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/kvants-app/strategy.md) - [Leaderboard](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/kvants-app/leaderboard.md) - [Vaults](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/vaults.md) - [USDC Alpha Aggressive Vault](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/vaults/usdc-alpha-aggressive-vault.md) - [USDC Alpha Stable Vault](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/vaults/usdc-alpha-stable-vault.md) - [USDC Staking (Neutralized JLP) Vault](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/vaults/usdc-staking-neutralized-jlp-vault.md) - [CeFi Vaults](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/vaults/cefi-vaults.md) - [Funding Rate Arbitrage Vault](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/vaults/cefi-vaults/funding-rate-arbitrage-vault.md) - [Momentum Vault](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/vaults/cefi-vaults/momentum-vault.md) - [Statistical Arbitrage Vault](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/vaults/cefi-vaults/statistical-arbitrage-vault.md) - [Trend Following Vault](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/vaults/cefi-vaults/trend-following-vault.md) - [Directional Sentiment Index Vault](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/vaults/cefi-vaults/directional-sentiment-index-vault.md) - [RISK-ON Momentum Vault](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/vaults/cefi-vaults/risk-on-momentum-vault.md) - [Kvants Embed: Unlock Institutional-Grade Yield for Your Community](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/kvants-embed-unlock-institutional-grade-yield-for-your-community.md) - [Token Design - $KVAI Utility Layer](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/token-design-usdkvai-utility-layer.md) - [Introducing kvantsUSD (kUSD)](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/introducing-kvantsusd-kusd.md) - [Systematic Alpha Capture](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/systematic-alpha-capture.md) - [Types of Systematic Alpha present on Perp DEX’s](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/systematic-alpha-capture/types-of-systematic-alpha-present-on-perp-dexs.md) - [Increasing Open Interest = Larger Capacity for Systematic Alpha generation](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/systematic-alpha-capture/increasing-open-interest-larger-capacity-for-systematic-alpha-generation.md) - [How higher OI helps funding rate arbitrage capacity?](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/systematic-alpha-capture/how-higher-oi-helps-funding-rate-arbitrage-capacity.md) - [Origination of Systematic Yield on Perp DEX’s](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/systematic-alpha-capture/origination-of-systematic-yield-on-perp-dexs.md) - [Venue Selection & Opportunities Case Study](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/systematic-alpha-capture/venue-selection-and-opportunities-case-study.md) - [System Design & Tech Stack](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/system-design-and-tech-stack.md) - [Design Objectives](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/system-design-and-tech-stack/design-objectives.md) - [System Components](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/system-design-and-tech-stack/system-components.md) - [Yield Bearing kUSD](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/system-design-and-tech-stack/yield-bearing-kusd.md) - [kUSD Flow OverviewPage](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/system-design-and-tech-stack/kusd-flow-overviewpage.md) - [Kvants Point System](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/kvants-point-system.md) - [Kvants Institutional](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/kvants-institutional.md) - [Institutional Onboarding into Decentralized Alpha](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/kvants-institutional/institutional-onboarding-into-decentralized-alpha.md) - [Risk Factors & Disclosures](https://kvants.gitbook.io/kvants-whitepaper-1/kvants/kvants-institutional/risk-factors-and-disclosures.md) --- # 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.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.