Risk Management
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永续合约资金费率：隔夜持仓前必须检查的清单
资金费率不只是小成本，在高波动合约里，它会影响真实交易成本、保证金压力和强平风险。
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Funding Rates in Perpetual Futures: A Practical Checklist Before You Hold Overnight
Funding is not just a small line item. In volatile contracts it can change real trade cost, margin pressure, and liquidation risk.
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PUMP、Aptos 与 RedStone 解锁：交易者应如何看待供给事件
大额代币解锁不等于必然下跌，但会改变流通供给、对冲需求和短线事件风险。
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PUMP, Aptos and RedStone Unlocks: How Traders Should Read Supply Events
Large token unlocks do not automatically mean selloffs, but they can change liquidity, float, hedging demand, and short-term risk around specific altcoins.
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芯片股动能降温：指数交易者需要先检查市场广度
AI 交易在强势季度后出现芯片股回撤，提醒指数交易者区分长期叙事和短线拥挤仓位风险。
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Chip Stocks Break Momentum After AI Surge: Index Traders Need a Breadth Check
A sharp semiconductor pullback after a historic quarter shows why index traders should separate AI narrative strength from near-term positioning risk.
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比特币反弹遇上油价冲击与需求偏弱：交易者该看什么
比特币7月反弹仍在接受检验，宏观压力、美国需求偏弱和衍生品仓位确认不足，都是交易者需要跟踪的信号。
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Bitcoin Rally Meets Oil Shock and Weak Demand: What Traders Should Watch
Bitcoin’s July rebound is being tested by macro stress, weaker U.S. demand signals, and derivatives positioning that has not fully confirmed the move.
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CFTC 1400万美元加密与期货欺诈案：托管交易尽调要点
CFTC新投诉指向一起涉及加密资产和期货的商品池欺诈指控，提醒投资者：托管交易收益需要验证，而不是相信漂亮月报。
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CFTC $14 Million Crypto and Futures Fraud Case: Due Diligence Lessons
A new CFTC complaint over an alleged crypto and futures commodity-pool fraud is a reminder that managed-trading returns require verification, not trust in glossy updates.