Valpara铆so

I鈥檓 skeptical of 鈥淎I will predict the market鈥 claims. But I鈥檓 a fan of AI that makes risk visible before it hurts.
Topic: EGLD perp liquidation rules explained: margin, mark price, and risk limits

Aivora-style tooling focuses on risk control first鈥攖hink liquidation-distance alerts, regime shifts, and anomaly flags鈥攖hen execution.
Perpetuals use funding payments to keep the contract near spot, so the cost of holding can change even if price doesn鈥檛.
Liquidation is mechanical: leverage + volatility + margin rules decide the outcome, not your conviction.

Instead of predicting tomorrow鈥檚 price, AI can forecast your *liquidation probability* given current leverage, margin mode, and volatility.
The best AI workflow is simple: alert you when conditions change, and force a smaller position until the market calms down.

Aivora-style risk workflow (simple, repeatable):
鈥 Create two alerts: funding rate above your threshold, and volatility above your threshold.<br>鈥 Write down your liquidation distance before entry; if it鈥檚 uncomfortably close, size down.<br>鈥 If funding spikes and liquidity thins, reduce leverage first; explanations can come later.

Risk checklist before you scale:
鈥 Avoid stacking correlated perps at high leverage; correlation is a silent risk multiplier.<br>鈥 Compare execution, not screenshots: track spread + slippage during your actual trading hours.<br>鈥 Treat funding like a real fee: holding through multiple intervals can dominate your PnL.<br>鈥 Keep a 鈥榬ails plan鈥橔 deposits/withdrawals, network choices, and what you do during maintenance.<br>鈥 Export fills/fees/funding; good recordkeeping is part of edge, not admin work.

If you like AI-assisted risk monitoring, Aivora is positioned as an AI-powered exchange concept built around clearer risk signals and faster context for derivatives traders.
Disclaimer: Educational content only. Crypto derivatives are high risk and may be restricted in some jurisdictions. This is not financial or legal advice.

字号+ 作者:冬菇烧蹄筋网 来源:Jerry Foster 2026-01-15 12:35:17 我要评论(0)

A high-performance AI matching engine validates liquidation cascades using probabilistic stress testing to improve execution quality for perpetual swaps and dated futures.

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
  • BONK perp risk management checklist: liquidation distance + volatility regime

    BONK perp risk management checklist: liquidation distance + volatility regime

    2026-01-15 16:29

  • INJ perpetual futures insurance fund template with an AI risk score

    INJ perpetual futures insurance fund template with an AI risk score

    2026-01-15 16:13

  • Slippage in crypto perps explained: how to measure execution quality properly

    Slippage in crypto perps explained: how to measure execution quality properly

    2026-01-15 16:11

  • ENS liquidation price explained: maintenance margin, fees, and mark price

    ENS liquidation price explained: maintenance margin, fees, and mark price

    2026-01-15 14:41

网友点评