> ## Documentation Index > Fetch the complete documentation index at: https://pnpprotocol.mintlify.site/llms.txt > Use this file to discover all available pages before exploring further. # 2nd Derivative Kalshi Markets > Build prediction markets on top of prediction markets — the meta-layer for information aggregation # 2nd Derivative Kalshi Markets ## The Thesis: Markets on Markets Prediction markets are the most efficient mechanism humanity has discovered for aggregating dispersed information into a single price signal. **Kalshi**, as the first CFTC-regulated prediction market exchange in the United States, has pioneered access to event contracts on everything from elections to economic indicators. But here's the insight that unlocks a new frontier: **the price trajectory of a prediction market is itself an event worth predicting.** Enter **2nd Derivative Markets** — prediction markets built *on top of* existing prediction markets. *** ## Why This Matters Traditional prediction markets answer: *"Will X happen?"* 2nd Derivative markets answer far more nuanced questions: | Market Type | Example Question | | :- | :- | | **Momentum Markets** | "Will this Kalshi market's YES price ever cross 70%?" | | **Outcome Markets** | "Will this Kalshi market resolve to Option A?" | | **Volatility Markets** | "Will this market's price swing more than 20% in the next 7 days?" | | **Timing Markets** | "Will this market hit 90% confidence before Election Day?" | These aren't just derivative plays — they're **meta-information markets** that capture: * **Market sentiment trajectories** — How will conviction evolve over time? * **Informational cascade detection** — When will the market "figure it out"? * **Implied volatility of beliefs** — How uncertain is the market about its own uncertainty? *** ## The Information Theoretic Case Traditional finance has options, futures, and derivatives built on underlying assets. These instruments don't just speculate on price — they reveal hidden information about volatility, time preferences, and risk appetites. Prediction markets have lacked this derivative layer. Until now. By enabling markets on Kalshi contracts, PNP creates a **second-order price discovery mechanism**: ``` Layer 0: Real-world event (e.g., "Will inflation exceed 3%?") ↓ Layer 1: Kalshi market price (e.g., 62% YES) ↓ Layer 2: PNP derivative market (e.g., "Will Kalshi price hit 80%?") ``` Each layer extracts different information: * **Layer 1** aggregates beliefs about the underlying event * **Layer 2** aggregates beliefs about *how those beliefs will change* This is profound. Layer 2 markets can reveal: * When insiders expect news to break * Whether current prices reflect stable equilibrium or temporary noise * The market's confidence in its own accuracy *** ## Use Cases ### 🎯 Hedging Kalshi Positions Hold a large YES position on a Kalshi contract? You can now hedge against temporary drawdowns by taking positions on PNP derivative markets. If you believe the market will eventually reach 80% but might dip first, you can express that view. ### 📊 Trading the Narrative Arc Major events don't resolve overnight. Elections have debates, economic indicators have revisions, and markets move in waves. Derivative markets let you trade the *story* — not just the ending. ### 🔮 Prediction Market Analytics Sophisticated traders can use Layer 2 prices as signals for Layer 1 positions. If the "Will this market hit 90%?" contract is trading at 70%, that tells you something about market structure that the base price alone cannot. ### 🏛️ Institutional Interest For institutions restricted from directly trading on outcomes (due to regulatory or mandate constraints), derivative markets offer a compliant way to gain exposure to prediction market dynamics. *** ## How It Works on PNP Users can create two types of derivative markets on any Kalshi contract: ### V2 AMM Markets Automated Market Maker pools with continuous liquidity. Ideal for longer-dated derivative markets where you want to enable trading from day one. ``` "Will the Kalshi 'Bitcoin $100K by March' market ever touch 75% YES?" ``` ### P2P Markets Peer-to-peer wagers for specific, high-conviction bets between counterparties. ``` "I bet this Kalshi market resolves to NO before Feb 15." ``` Simply paste any Kalshi market URL, define your derivative question, and PNP handles the rest — including settlement verification through the Kalshi oracle feed. *** ## Powered by DFlow > [card] DFlow Integration > > **DFlow** is pioneering decentralized, permissionless access to real-world market data — including Kalshi prediction market prices. > > Through DFlow's infrastructure, PNP gains: > > * **Real-time Kalshi price feeds** streamed on-chain > * **Permissionless composability** — anyone can build on top of Kalshi data > > DFlow bridges the gap between centralized prediction market venues and on-chain DeFi, enabling a new generation of derivative instruments that were previously impossible. *** ## The Bigger Picture We're not just building another prediction market. We're building **infrastructure for recursive information markets**. Today it's Kalshi derivatives. Tomorrow it could be: * Polymarket derivative markets * PNP-on-PNP recursive markets * Cross-venue arbitrage markets The thesis is simple: **wherever there's a price signal, there's a derivative market waiting to be born.** *** > [card] [DFlow](https://dflow.net) > > Decentralized order flow infrastructure enabling on-chain access to real-world markets > [card] [Kalshi](https://kalshi.com) > > The first CFTC-regulated prediction market exchange in the United States *** > [!NOTE] > > **Live on PNP Exchange!** Try it now at [pnp.exchange](https://pnp.exchange) — join our [Discord](https://discord.gg/pnp) or follow [@predictandpump](https://x.com/predictandpump) for updates. This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.