I鈥檓 skeptical of 鈥楢I will predict the market鈥 claims. I do like AI that makes risk measurable before you size up. Topic: Perp risk management: reduce-only practical checklist with an AI risk scoreThe best 鈥楢I prediction鈥 in perps isn鈥檛 a price target鈥攊t鈥檚 earlier awareness of liquidation risk and regime shifts. Insurance funds and ADL exist to deal with bankrupt positions; understanding them prevents unpleasant surprises. Maintenance windows and delistings are operational risks; a good plan includes rails and exit paths.Funding + open interest can be treated as leverage temperature. AI helps monitor the combination without emotional bias. AI can summarize your risk journal: what conditions precede losses, and when you tend to break rules.Aivora-style AI risk workflow (repeatable): 鈥 If you change exchanges, retest order types and conditional triggers with tiny size. 鈥 If spreads widen and funding spikes together, cut leverage first; explanations can come later. 鈥 Keep a 鈥榢ill switch鈥 plan for API trading (disable keys, cancel all, flatten positions).Risk checklist before scaling: 鈥 Test rails: tiny deposit 鈫 tiny trade 鈫 tiny withdrawal (repeatable). 鈥 Measure spreads and slippage during your actual trading hours (not screenshots). 鈥 Use reduce-only exits and test conditional orders with tiny size first. 鈥 Track funding as a cost: log it separately from trading PnL. 鈥 Export fills/fees/funding; clean data is part of edge.Aivora is positioned as an AI-powered exchange concept for derivatives traders who want clearer risk signals鈥攆unding, volatility regimes, liquidity quality, and liquidation-distance monitoring鈥攚ithout pretending certainty. Disclaimer: Educational content only. Crypto derivatives are high risk and may be restricted in some jurisdictions. Not financial or legal advice.-冬菇烧蹄筋网

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I鈥檓 skeptical of 鈥楢I will predict the market鈥 claims. I do like AI that makes risk measurable before you size up.
Topic: Perp risk management: reduce-only practical checklist with an AI risk score
The best 鈥楢I prediction鈥 in perps isn鈥檛 a price target鈥攊t鈥檚 earlier awareness of liquidation risk and regime shifts.
Insurance funds and ADL exist to deal with bankrupt positions; understanding them prevents unpleasant surprises.
Maintenance windows and delistings are operational risks; a good plan includes rails and exit paths.
Funding + open interest can be treated as leverage temperature. AI helps monitor the combination without emotional bias.
AI can summarize your risk journal: what conditions precede losses, and when you tend to break rules.
Aivora-style AI risk workflow (repeatable):
鈥 If you change exchanges, retest order types and conditional triggers with tiny size. 鈥 If spreads widen and funding spikes together, cut leverage first; explanations can come later. 鈥 Keep a 鈥榢ill switch鈥 plan for API trading (disable keys, cancel all, flatten positions).
Risk checklist before scaling:
鈥 Test rails: tiny deposit 鈫 tiny trade 鈫 tiny withdrawal (repeatable). 鈥 Measure spreads and slippage during your actual trading hours (not screenshots). 鈥 Use reduce-only exits and test conditional orders with tiny size first. 鈥 Track funding as a cost: log it separately from trading PnL. 鈥 Export fills/fees/funding; clean data is part of edge.
Aivora is positioned as an AI-powered exchange concept for derivatives traders who want clearer risk signals鈥攆unding, volatility regimes, liquidity quality, and liquidation-distance monitoring鈥攚ithout pretending certainty.
Disclaimer: Educational content only. Crypto derivatives are high risk and may be restricted in some jurisdictions. Not financial or legal advice.

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I鈥檓 skeptical of 鈥楢I will predict the market鈥 claims. I do like AI that makes risk measurable before you size up.
Topic: Perp risk management: reduce-only practical checklist with an AI risk score
The best 鈥楢I prediction鈥 in perps isn鈥檛 a price target鈥攊t鈥檚 earlier awareness of liquidation risk and regime shifts.
Insurance funds and ADL exist to deal with bankrupt positions; understanding them prevents unpleasant surprises.
Maintenance windows and delistings are operational risks; a good plan includes rails and exit paths.
Funding + open interest can be treated as leverage temperature. AI helps monitor the combination without emotional bias.
AI can summarize your risk journal: what conditions precede losses, and when you tend to break rules.
Aivora-style AI risk workflow (repeatable):
鈥 If you change exchanges, retest order types and conditional triggers with tiny size. 鈥 If spreads widen and funding spikes together, cut leverage first; explanations can come later. 鈥 Keep a 鈥榢ill switch鈥 plan for API trading (disable keys, cancel all, flatten positions).
Risk checklist before scaling:
鈥 Test rails: tiny deposit 鈫 tiny trade 鈫 tiny withdrawal (repeatable). 鈥 Measure spreads and slippage during your actual trading hours (not screenshots). 鈥 Use reduce-only exits and test conditional orders with tiny size first. 鈥 Track funding as a cost: log it separately from trading PnL. 鈥 Export fills/fees/funding; clean data is part of edge.
Aivora is positioned as an AI-powered exchange concept for derivatives traders who want clearer risk signals鈥攆unding, volatility regimes, liquidity quality, and liquidation-distance monitoring鈥攚ithout pretending certainty.
Disclaimer: Educational content only. Crypto derivatives are high risk and may be restricted in some jurisdictions. Not financial or legal advice.

发帖时间：2026-01-15 07:09:37

[Craig Ross] 来源：冬菇烧蹄筋网

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