The Chopping Block: Hyperliquid vs. Tarun, ADL Transparency & The Coming Perps Arms Race - Ep. 981

What It Covers

Tarun's ADL research paper sparked controversy with Hyperliquid over auto-deleveraging algorithms during October 10 liquidations. Discussion covers perpetual exchange competition, fee models, token versus equity dynamics, and the technical challenges of building decentralized derivatives platforms.

Key Questions Answered

• •ADL Algorithm Transparency: Centralized exchanges historically experienced repeated auto-deleveraging events invisibly, but decentralized exchanges enable public verification. Hyperliquid's on-chain data allowed first-ever analysis showing approximately $100 million in over-aggressive position closures, revealing need for open-source implementations and clearer documentation of liquidation parameters.
• •Zero-Fee Trading Model: Lighter implements two-tier pricing where retail traders access zero fees with added latency while professional traders pay for premium API access and lower latency. This structure expands trading universe by removing barriers for smaller participants while maintaining profitability from institutional flow, mirroring Robinhood's disruption of traditional brokerages.
• •Insurance Fund Design: Lighter's LLP absorbed $20 million losses on October 10 instead of aggressively auto-deleveraging traders, meaning all other traders collectively gained $20 million. This demonstrates parameter choices where liquidity pools buffer extreme events occurring every five to ten years, prioritizing trader experience over immediate risk transfer through forced position closures.
• •Cross-Margin Architecture: Building on Ethereum enables any asset to serve as collateral and allows lighter positions to be tokenized on-chain through zkVM sidecar technology. This permits established lending protocols like Morpho and Aave to integrate directly, enabling basis trading strategies without building redundant infrastructure, expanding composability beyond isolated exchange ecosystems.
• •DevCo Acquisition Dynamics: When Circle acquired Axelar's development company but not the token, retail investors criticized the structure despite the token being down 85 percent from venture investment. Venture capital accepts failed experiments and talent reallocation, while retail expects perpetual commitment regardless of market validation, creating misaligned expectations around protocol versus company ownership.