Jacob Sanders

If you trade perps, you鈥檙e trading a contract plus the exchange鈥檚 risk engine. Ignoring either is guessing.
Topic: COMP perp exchange comparison: fair price calculator with AI monitoring

In the Aivora approach, AI is decision support: risk scores, anomaly flags, and guardrails that nudge you to size down.
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 detect volatility regimes: when volatility expands, your old position sizes stop making sense.
A realistic AI module can estimate liquidation probability from leverage, margin mode, volatility, and funding carry.

Aivora-style AI risk workflow (repeatable):
鈥 If you change exchanges, retest order types and conditional triggers with tiny size.<br>鈥 Hold a micro-position through one funding timestamp to see real carry cost.<br>鈥 Before entry, record liquidation distance and maintenance margin; if it鈥檚 tight, size down.

Risk checklist before scaling:
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 Track funding as a cost: log it separately from trading PnL.<br>鈥 Export fills/fees/funding; clean data is part of edge.<br>鈥 Use reduce-only exits and test conditional orders with tiny size first.

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:Timothy Ko 2026-01-15 16:04:42 我要评论(0)

A high-performance AI matching engine audits toxic order flow using explainable risk features to prevent cascading slippage with verifiable mark price methods.

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
  • KAVA perp funding forecast: what an AI model can realistically tell you

    KAVA perp funding forecast: what an AI model can realistically tell you

    2026-01-15 17:27

  • EGLD perp liquidation rules explained: margin, mark price, and risk limits

    EGLD perp liquidation rules explained: margin, mark price, and risk limits

    2026-01-15 16:49

  • Aivora AI risk forecasting for perpetual futures: what it should measure (funding, OI, volatility)

    Aivora AI risk forecasting for perpetual futures: what it should measure (funding, OI, volatility)

    2026-01-15 16:35

  • Aivora AI risk controls explained: liquidation distance alerts and position-sizing guardrails

    Aivora AI risk controls explained: liquidation distance alerts and position-sizing guardrails

    2026-01-15 15:10

网友点评