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Research Directions

Crypto Assets Latest Activity

Digital-asset exchanges, crypto options and regulatory changes, plus on-chain data research.

65 related activitiesLast 30 days 47 itemsFeatured among them 0 items

Updated

Activity Archive · Page 4 页

27 JulMonIssue 61–65 items
24 JulFri
17 JunWed
  1. Hummingbot:GitHub Releases30

    Hummingbot v2.15.0 Released

    Hummingbot v2.15.0 has been officially released. The default rate oracle source has been switched from binance to gate_io, a new Lighter connector has been added, and the functionality and stability of connectors for multiple exchanges including Hyperliquid, BingX, and Binance have been optimized. This version update includes 28 feature improvements and bug fixes, and also welcomes 3 first-time contributors.

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29 AprWed
  1. Robot Wealth36

    Data mining and AI-driven 'quant by feel' are essentially the same in quantitative trading; the core should focus on the structural source of trading edge.

    The article points out that data mining and AI-driven 'quant by feel' are identical in essence and philosophy, both attempting to skip the core step of understanding how markets work and profit directly from the market. A genuine trading edge requires identifying the counterparty being profited from, the reason they continue to pay, and the rationale for one's own ability to participate in the trade; such structural edge cannot be identified through backtesting optimization alone.

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10 AprFri
  1. Robot Wealth53

    Trend or No Trend? That's the Wrong Question

    The author argues that mean reversion, trend, and momentum are merely labels for price movements rather than trading edges. A true edge requires first identifying the underlying structural cause and then validating it with data. The article uses three types of mean-reversion scenarios as examples: forced liquidation by leveraged funds, scheduled rebalancing of crypto leveraged tokens, and month-end stock-bond rebalancing by wealth management institutions. All three scenarios involve identifiable trading flows that are insensitive to price.

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