If you trade perps, you鈥檙e trading a contract plus the exchange rules. Ignore either and you鈥檙e guessing.
Topic: Beginner mistakes in JTO perps: liquidation mechanics and AI risk warnings

Aivora-style AI focuses on decision support鈥攔isk scores, anomaly flags, and scenario planning鈥攔ather than 鈥榞uaranteed鈥 signals.
Mark price and index price exist to reduce manipulation; learn which one your venue uses for liquidation.
Funding is a recurring transfer between longs and shorts; it鈥檚 not free money and it鈥檚 not constant.

A realistic AI model can estimate *liquidation probability* from leverage, margin mode, volatility, and funding carry.
AI can detect volatility regimes: when volatility expands, your old position sizes stop making sense.

Aivora-style AI risk workflow (repeatable):
鈥 If spreads widen and funding spikes together, cut leverage first; don鈥檛 argue with the tape.<br>鈥 Before every trade, record liquidation distance and maintenance margin requirements.<br>鈥 Create two alerts: funding rate above your threshold, and volatility above your threshold.

Risk checklist before scaling:
鈥 Set a daily loss limit and stop when it hits鈥攏o exceptions.<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.<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.

• Russia SHIB perpetual futures exchange checklist: how to keep your execution clean: slippage, spreads, and order types
• TAO perpetual futures guide: funding, mark price, and AI risk alerts
• Trading INJ perps in UAE (Dubai): how to keep your execution clean: slippage, spreads, and order types (practical notes)
• How to trade MASK perpetual futures responsibly: leverage, stops, and AI monitoring
• IOTA perpetuals for Qatar users: why proof-of-reserves pages matter, and why they鈥檙e not magic + AI-assisted workflow
• ALGO perp funding rate explained: carry cost, timing, and AI tracking
• RPL perpetuals for Portugal users: what funding-rate interval changes mean for real traders + AI-assisted workflow
• Perp funding carry cost explained: how holding time changes your edge
• Slovenia guide to SOL futures platforms: why delistings and maintenance windows are part of your risk model
• Funding rate arbitrage explained: why it鈥檚 harder than it looks (and how AI helps monitor)
• Kuwait guide to BCH futures platforms: how regional rails (KYC, banking, stablecoin networks) change your choices
• JASMY perp order types explained: reduce-only, post-only, and bracket exits
• Australia guide to SAND futures platforms: why delistings and maintenance windows are part of your risk model
• FIL perp funding forecast: what an AI model can realistically tell you