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: JASMY perp order types explained: reduce-only, post-only, and bracket exits
In the Aivora worldview, 鈥淎I prediction鈥 means probabilities and scenarios: you see risk rising before you size up.
Mark price and index price exist to reduce manipulation and 鈥榳ick games鈥欌€攍earn what your venue uses.
Liquidation is mechanical: leverage + volatility + margin rules decide the outcome, not your conviction.
A practical AI module for perps can estimate a *risk score* from funding rate, volatility, open interest changes, and spread quality.
Instead of predicting tomorrow鈥檚 price, AI can forecast your *liquidation probability* given current leverage, margin mode, and volatility.
Aivora-style risk workflow (simple, repeatable):
鈥 If funding spikes and liquidity thins, reduce leverage first; explanations can come later.<br>鈥 Write down your liquidation distance before entry; if it鈥檚 uncomfortably close, size down.<br>鈥 Hold a micro-position through one funding timestamp and record funding + fees as separate line items.
Risk checklist before you scale:
鈥 Export fills/fees/funding; good recordkeeping is part of edge, not admin work.<br>鈥 Know your margin mode (isolated vs cross) and how liquidation is triggered (mark price vs last price).<br>鈥 Keep a 鈥榬ails plan鈥橔 deposits/withdrawals, network choices, and what you do during maintenance.<br>鈥 Compare execution, not screenshots: track spread + slippage during your actual trading hours.<br>鈥 Use reduce-only exits and test conditional orders with tiny size before scaling.
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.
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: JASMY perp order types explained: reduce-only, post-only, and bracket exits
In the Aivora worldview, 鈥淎I prediction鈥 means probabilities and scenarios: you see risk rising before you size up.
Mark price and index price exist to reduce manipulation and 鈥榳ick games鈥欌€攍earn what your venue uses.
Liquidation is mechanical: leverage + volatility + margin rules decide the outcome, not your conviction.
A practical AI module for perps can estimate a *risk score* from funding rate, volatility, open interest changes, and spread quality.
Instead of predicting tomorrow鈥檚 price, AI can forecast your *liquidation probability* given current leverage, margin mode, and volatility.
Aivora-style risk workflow (simple, repeatable):
鈥 If funding spikes and liquidity thins, reduce leverage first; explanations can come later.<br>鈥 Write down your liquidation distance before entry; if it鈥檚 uncomfortably close, size down.<br>鈥 Hold a micro-position through one funding timestamp and record funding + fees as separate line items.
Risk checklist before you scale:
鈥 Export fills/fees/funding; good recordkeeping is part of edge, not admin work.<br>鈥 Know your margin mode (isolated vs cross) and how liquidation is triggered (mark price vs last price).<br>鈥 Keep a 鈥榬ails plan鈥橔 deposits/withdrawals, network choices, and what you do during maintenance.<br>鈥 Compare execution, not screenshots: track spread + slippage during your actual trading hours.<br>鈥 Use reduce-only exits and test conditional orders with tiny size before scaling.
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.
(责任编辑:Jakarta)
- ·ICP perp order types explained: reduce-only, post-only, and bracket exits
- ·How to test an exchange safely: tiny deposit, tiny trade, tiny withdrawal (repeatable method)
- ·BONK perp risk management checklist for beginners (AI-assisted, no hype)
- ·Cross-exchange price dislocations: what causes them and what traders can do
- ·Perp liquidation cascade explained: reading liquidations without drama
- ·How to test an exchange safely: tiny deposit, tiny trade, tiny withdrawal (repeatable method)
- ·How to trade SUI perpetual futures responsibly: leverage, stops, and AI monitoring
- ·How to compare RNDR perpetual futures exchanges: liquidity, spreads, and stability
- ·How to choose a crypto perpetual futures exchange: execution, rules, and risk controls
- ·TAO perp funding forecast: what an AI model can realistically tell you
- ·PYTH perp funding forecast: what an AI model can realistically tell you
- ·API trading risk controls: permission scopes, rate limits, and kill switches explained
- ·Aivora-style AI prediction for perps: probability, not prophecy (a trader鈥檚 guide)
- ·Funding rate arbitrage explained: why it鈥檚 harder than it looks (and how AI helps monitor)
- ·DOT perp order types explained: reduce-only, post-only, and bracket exits
- ·How to build a one-page perp exchange scorecard (risk, transparency, execution)
- ·How to trade HBAR perpetual futures responsibly: leverage, stops, and AI monitoring
- ·Order types in perpetual futures: reduce-only, post-only, and bracket exits explained
- ·Risk limits and position tiers in perps: why leverage 鈥榗hanges鈥 at size
- ·How to test an exchange safely: tiny deposit, tiny trade, tiny withdrawal (repeatable method)














