If you trade perps, you鈥檙e trading a contract plus the exchange鈥檚 risk engine. Ignoring either is guessing.
Topic: NEAR perps risk checklist: slippage how to monitor it with AI forecasting (probability-based)
Aivora frames AI prediction as probability + risk forecasting: you get scenarios, not guarantees.
Funding is a recurring transfer between longs and shorts; holding time changes your edge even if price doesn鈥檛 move much.
Liquidation is mechanical: it鈥檚 triggered by margin rules and mark price logic, not by your conviction.
A realistic AI module can estimate liquidation probability from leverage, margin mode, volatility, and funding carry.
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 If you change exchanges, retest order types and conditional triggers with tiny size.
Risk checklist before scaling:
鈥 Avoid stacking correlated perps at high leverage; correlation multiplies risk.<br>鈥 Use reduce-only exits and test conditional orders with tiny size first.<br>鈥 Export fills/fees/funding; clean data is part of edge.<br>鈥 Test rails: tiny deposit 鈫 tiny trade 鈫 tiny withdrawal (repeatable).<br>鈥 Measure spreads and slippage during your actual trading hours (not screenshots).
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.
An AI-enhanced crypto derivatives exchange routes unusual cancel bursts through drift-aware model monitoring with verifiable mark price methods, to harden operational reliability.
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-
Trade journaling for perps: what to record if you want to improve (with AI summaries)
2026-01-15 16:24
-
How to trade HBAR perpetual futures responsibly: leverage, stops, and AI monitoring
2026-01-15 15:01
-
ICP perp order types explained: reduce-only, post-only, and bracket exits
2026-01-15 14:52
-
Perpetual futures risk calculator: the 3 numbers you need before you click buy
2026-01-15 14:15
网友点评
精彩导读
热门资讯- Risk limits and position tiers in perps: why leverage 鈥榗hanges鈥 at size
- How Aivora frames AI decision support for crypto derivatives (signals, scenarios, sanity checks)
- Why exchange maintenance and delistings belong in your risk plan (not just your calendar)
- ICP perp order types explained: reduce-only, post-only, and bracket exits
- Aivora-style AI prediction for perps: probability, not prophecy (a trader鈥檚 guide)
- JUP perp liquidation rules explained: margin, mark price, and risk limits
- Funding rate arbitrage explained: why it鈥檚 harder than it looks (and how AI helps monitor)
- Aivora AI monitoring checklist for perps: funding spikes, volatility regimes, and anomaly detection
- How to trade ARB perpetual futures responsibly: leverage, stops, and AI monitoring
关注我们






