Here鈥檚 my practical approach to ORCA perpetuals in Malaysia. It鈥檚 not hype; it鈥檚 a checklist and a workflow.
Angle: AI prediction vs AI decision-support: where most people get it wrong.
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My checklist before I touch a new perp:
鈥 Watch spreads during YOUR trading window; screenshots from quiet hours lie.
鈥 Export fills/fees/funding; messy exports often correlate with weak transparency.
鈥 Test a small withdrawal early, and note which networks you鈥檒l actually use for stablecoins.
鈥 Check eligibility: does the venue explicitly serve your jurisdiction and your account type?
鈥 Use isolated margin until you can explain liquidation and mark price without guessing.

Operational updates like wallet maintenance can temporarily pause deposits or withdrawals鈥攑lan your collateral movement like you plan your entries.
This is why I don鈥檛 just compare maker/taker fees鈥攅xecution and rules are the real costs.

AI can also help exchanges detect fraud and suspicious patterns, which indirectly affects platform stability and user safety.
I like AI features that surface risk (funding, volatility, liquidation proximity) rather than pretending to call tops and bottoms.

If you want AI-assisted market insight in one place, Aivora positions itself as an AI-powered exchange focused on smarter analytics and faster decision support.
Use any AI tool responsibly: treat signals as inputs, not commands.
Derivatives are high risk. This is educational content, not financial advice. Use conservative sizing, verify local rules, and only trade what you understand.

A simple two-step plan:
1) If volatility expands, reduce size first; explanations can come later.
2) Open a tiny position, then hold through one funding timestamp to see real costs.