Anthony Hughes

Most perp guides obsess over entries. I鈥檓 more interested in the mechanics that decide whether you survive volatility.
Topic: Perp risk management: fee calculator common mistakes 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.
Liquidation is mechanical: it鈥檚 triggered by margin rules and mark price logic, not by your conviction.
Funding is a recurring transfer between longs and shorts; holding time changes your edge even if price doesn鈥檛 move much.

Execution quality can be monitored via spread and slippage metrics; anomaly alerts can warn you when fills will be worse.
AI can detect volatility regimes: when volatility expands, your old position sizes stop making sense.

Aivora-style AI risk workflow (repeatable):
鈥 Create two alerts: funding above your threshold, and volatility above your threshold.<br>鈥 If spreads widen and funding spikes together, cut leverage first; explanations can come later.<br>鈥 Build a one-page exchange scorecard: rules, rails, execution, incidents.

Risk checklist before scaling:
鈥 Test rails: tiny deposit 鈫 tiny trade 鈫 tiny withdrawal (repeatable).<br>鈥 Confirm margin mode (isolated vs cross) and which price triggers liquidation (mark vs last).<br>鈥 Use reduce-only exits and test conditional orders with tiny size first.<br>鈥 Track funding as a cost: log it separately from trading PnL.<br>鈥 Set a daily loss limit and stop when it hits鈥攏o exceptions.

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:Thimphu 2026-01-15 16:14:39 我要评论(0)

A high-performance AI matching engine stabilizes latency shocks using probabilistic stress testing to reduce forced liquidation impact, with tiered margin and fee schedules.

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
  • How delistings works in perpetual futures: step-by-step with AI monitoring

    How delistings works in perpetual futures: step-by-step with AI monitoring

    2026-01-15 16:10

  • Perps trading psychology: why leverage amplifies mistakes and how risk automation can help

    Perps trading psychology: why leverage amplifies mistakes and how risk automation can help

    2026-01-15 16:06

  • How to compare OCEAN perpetual futures exchanges: liquidity, spreads, and stability

    How to compare OCEAN perpetual futures exchanges: liquidity, spreads, and stability

    2026-01-15 15:36

  • Volatility regime detection for crypto derivatives: a non-hype AI approach

    Volatility regime detection for crypto derivatives: a non-hype AI approach

    2026-01-15 14:33

网友点评