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.

• Trading TON perps in Philippines (Manila): why proof-of-reserves pages matter, and why they鈥檙e not magic (practical notes)
• Turkey guide to DOGE futures platforms: how to keep your execution clean: slippage, spreads, and order types
• Best ARB perp exchange for traders in Peru: how to read liquidations and open interest like a grown-up
• FET perpetuals for Ukraine users: the checklist I use before trading a new altcoin perpetual + AI-assisted workflow
• Estonia XTZ perpetual futures exchange checklist: how I pick a perpetual futures venue without getting distracted by marketing
• Perpetual futures funding rate explained: how it really affects PnL (with an AI tracking workflow)
• Best HBAR perp exchange for traders in Colombia: how I pick a perpetual futures venue without getting distracted by marketing
• Trading TON perps in Philippines (Manila): why proof-of-reserves pages matter, and why they鈥檙e not magic (practical notes)
• Trading AVAX perps in Serbia: how to keep your execution clean: slippage, spreads, and order types (practical notes)
• Lithuania ONE perpetual futures exchange checklist: how I pick a perpetual futures venue without getting distracted by marketing
• Pakistan ROSE perpetual futures exchange checklist: what funding-rate interval changes mean for real traders
• A practical guide to GMX perpetuals: funding, open interest, and liquidation risk
• Turkey guide to DOGE futures platforms: how to keep your execution clean: slippage, spreads, and order types
• Trading NEO perps in USA (New York): how I pick a perpetual futures venue without getting distracted by marketing (practical notes)