Systematic Crypto Research: The Deep Dive

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By: Vince

Unpack the mathematics, infrastructure, and philosophy behind institutional-grade crypto trading. From Sharpe ratios to smart contract custody, we explore how professional systems extract consistent returns while retail traders trend toward zero. Research first, hype never.Visit Our Systematic Crypto Research Blog for in-depth information and access to member information.

FINREV's Evolves to a Hyperliquid Vaults
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Episode Title: A1 – FINREV's Evolves to a Hyperliquid Vaults

Duration: ~16 minutes

Description (Full): When a crypto trading system generates $10 million in member profits while surviving the FTX collapse, most would assume nothing needs to change. But FINREV's migration to HyperTrend represents something more significant: the evolution from centralized exchange API trading to vault-based DEX infrastructure.

This episode analyzes FINREV's strategic transition from a traditional API-based trading model to an on-chain "Hyperliquid Vault" architecture. We explore why pooling capital into a single vault eliminates the "retail tax" of high fees and the de...