Key Takeaways

  • Jeff Yan left Hudson River Trading to launch Hyperliquid Labs in 2023 because centralized crypto exchanges force users to take unhedged counterparty risk.
  • Centralized perpetual venues offer speed and liquidity, but Yan argues that custody risk will always hit users when an exchange controls the ledger.
  • Hyperliquid bypasses off-chain matching engines by running HyperCore, a custom submodule embedded inside the Layer 1 blockchain state machine.
  • HyperCore handles margin clearing, automated liquidations, and default waterfalls on-chain, mirroring US-regulated futures exchanges without custodial exposure.
  • Verifiable on-chain solvency allows the venue to support 24/7 trading for traditional commodity assets like crude oil without relying on closed settlement systems.

Centralized Venues Hide Balance Sheet Risk

Traders put up with centralized exchanges for a simple reason: they execute trades fast and maintain deep order books. But handing capital to an exchange operator always creates solvency exposure. As Yan put it on Odd Lots: “I think the kind of counterparty risk of using an exchange is always going to be there, whether it's in a crypto or non-crypto context.”

When Yan left high-frequency trading firm Hudson River Trading to build Hyperliquid Labs in 2023, the industry was recovering from catastrophic exchange collapses. Most builders responded with generic decentralization narratives. Yan saw a mechanical gap: “The idea with building an on-chain in in 2023, the vision was a bit more laser-focused and narrow. It was to build something on-chain that people actually need.”

Traders did not need another general-purpose rollup running hobby apps. They needed access to perpetual contracts without surrendering control of their capital. Centralized venues held monopolies on derivatives volume because early decentralized exchanges suffered from slow settlement, high slippage, and fragmented execution. Users accepted catastrophic custody hazards because the on-chain alternatives felt unusable.

HyperCore Builds the Clearinghouse Directly into the State Machine

To match centralized order books without taking custody of user balances, Hyperliquid built its own Layer 1 blockchain. Instead of executing financial logic through generic smart contracts, the network runs a dedicated component named HyperCore.

Yan describes HyperCore as a state machine submodule that directly runs the clearinghouse rules: “The execution of the what is called HyperCore, it's kind of like you can view it as like a submodule of the blockchain state itself, autonomously carries out the mechanisms of these things like clearing and liquidations.”

In traditional finance, a clearinghouse stands between buyers and sellers, guaranteeing trades through strict margin tiers and default funds. Yan modeled Hyperliquid's protocol on this structure: “The unique thing here is that the clearing system's on-chain. So the threshold at which it happens and the mechanism by which the liquidation happens, which we can get into, it's analogous to the what is the traditional default waterfall in a US-regulated futures exchange, for example.”

When a trader's position drops below the maintenance margin requirement, HyperCore initiates automated liquidations deterministically. The rules run in public consensus rather than inside an opaque database. Because margin calculations and position books exist inside the base consensus layer, users verify exchange solvency on every block. That architectural choice also opens up 24/7 weekend trading for real-world assets like crude oil perps, where external market closes normally freeze trade execution and liquidity.

What to Do With This

Map your application's trust boundaries today. Identify every place where you hold client funds or custody user state merely because off-chain code feels faster to deploy. Strip out those custodial choke points by pushing state validation into verifiable, non-custodial execution layers before you scale transaction volume.