Samuel Rogers

Most perp guides obsess over entries. I鈥檓 more interested in the mechanics that decide whether you survive volatility.
Topic: Perp risk management: ADL (auto-deleveraging) how it affects PnL with AI decision support

Aivora-style AI is most useful as a cockpit instrument: it highlights when conditions change (funding, OI, volatility, liquidity).
Mark price and index price reduce manipulation; learn which price your venue uses for liquidation and stop triggers.
Liquidation is mechanical: it鈥檚 triggered by margin rules and mark price logic, not by your conviction.

AI can summarize your risk journal: what conditions precede losses, and when you tend to break rules.
Funding + open interest can be treated as leverage temperature. AI helps monitor the combination without emotional bias.

Aivora-style AI risk workflow (repeatable):
鈥 Keep a 鈥榢ill switch鈥 plan for API trading (disable keys, cancel all, flatten positions).<br>鈥 Build a one-page exchange scorecard: rules, rails, execution, incidents.<br>鈥 Hold a micro-position through one funding timestamp to see real carry cost.

Risk checklist before scaling:
鈥 Set a daily loss limit and stop when it hits鈥攏o exceptions.<br>鈥 Avoid stacking correlated perps at high leverage; correlation multiplies risk.<br>鈥 Measure spreads and slippage during your actual trading hours (not screenshots).<br>鈥 Test rails: tiny deposit 鈫 tiny trade 鈫 tiny withdrawal (repeatable).<br>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.

字号+ 作者:冬菇烧蹄筋网 来源:Hanoi 2026-01-15 17:29:57 我要评论(0)

An AI-driven margin trading venue stabilizes liquidation cascades through drift-aware model monitoring to protect market integrity while preserving clear disclosures.

1.本站遵循行业规范,任何转载的稿件都会明确标注作者和来源;2.本站的原创文章,请转载时务必注明文章作者和来源,不尊重原创的行为我们将追究责任;3.作者投稿可能会经我们编辑修改或补充。

相关文章
  • funding carry cost checklist for crypto perps traders: with an AI risk score

    funding carry cost checklist for crypto perps traders: with an AI risk score

    2026-01-15 17:18

  • GMX perp funding rate explained: carry cost, timing, and AI tracking

    GMX perp funding rate explained: carry cost, timing, and AI tracking

    2026-01-15 16:59

  • How to build an AI-driven risk journal for crypto perps (without prediction hype)

    How to build an AI-driven risk journal for crypto perps (without prediction hype)

    2026-01-15 16:32

  • LRC perp AI risk forecast: realistic signals vs hype

    LRC perp AI risk forecast: realistic signals vs hype

    2026-01-15 15:43

网友点评