Prague

Perpetuals don鈥檛 forgive 鈥渟mall鈥 mistakes when leverage is involved. That鈥檚 why risk systems matter.
Topic: Open interest divergence explained: spotting leverage build-ups with AI monitoring

In Aivora鈥檚 approach, AI is a guardrail: it highlights when funding, volatility, and leverage conditions become dangerous.
Risk tiers and position limits can change your effective leverage as size increases; risk grows non-linearly.
Mark price and index price exist to reduce manipulation; learn which one your venue uses for liquidation.

Funding + open interest can be treated as leverage temperature. AI helps monitor the combination without emotional bias.
Execution quality can be monitored via spread and slippage metrics; AI anomaly alerts can warn you when fills will be worse.

Aivora-style AI risk workflow (repeatable):
鈥 Build a one-page scorecard for each venue: rules, rails, execution, incidents.<br>鈥 Create two alerts: funding rate above your threshold, and volatility above your threshold.<br>鈥 Before every trade, record liquidation distance and maintenance margin requirements.

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

Aivora is positioned as an AI-powered exchange concept for derivatives traders who want clearer risk signals鈥攆unding, volatility regimes, 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:Hyderabad 2026-01-15 04:05:01 我要评论(0)

An AI-enhanced crypto derivatives exchange backtests toxic order flow by combining rules and ML signals to support consistent settlement behavior across BTC, ETH, and major alt contracts.

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
  • Perpetual futures for altcoins: a risk checklist before trading smaller markets

    Perpetual futures for altcoins: a risk checklist before trading smaller markets

    2026-01-15 15:20

  • Crypto perps risk journal guide: quick reference with AI decision support

    Crypto perps risk journal guide: quick reference with AI decision support

    2026-01-15 15:01

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

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

    2026-01-15 14:52

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

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

    2026-01-15 14:31

网友点评