AI Trading
The groundwork of AI-assisted trading.
What are perpetual futures (perps)?
A perpetual future is a derivatives contract that lets you hold a leveraged long or short on an asset's price with no expiry. Unlike conventional futures, perps never settle on a set date — you can keep the position open as long as you maintain enough margin. A funding rate mechanism keeps the contract price anchored to the underlying spot price.
Perps draw a crowd because they deliver leverage, the chance to profit whether markets climb or fall, and deep liquidity. They are also dangerous: leverage enlarges losses just as much as gains, and positions can be liquidated.
Core concepts to nail down first
- Leverage & margin. Leverage scales your exposure beyond the capital you put up (margin). At 10× leverage, a 10% move against you can erase your margin.
- Long vs. short. A long gains when price climbs; a short gains when price drops.
- Funding rate. Recurring payments swapped between longs and shorts to hold the perp price close to spot. Positive funding means longs pay shorts, and the reverse when negative. It is a genuine, repeating cost.
- Liquidation. When losses chew through your margin past a set point, the position gets force-closed. Knowing your liquidation price is non-negotiable.
- Mark price vs. last price. Liquidations rely on mark price (a smoothed reference), not merely the most recent trade.
- Open interest & funding trends. Hints about positioning and where the crowd is leaning.
Where traders go wrong with perps
- Too much leverage. By far the most frequent path to getting liquidated.
- Overlooking funding. Sitting on a high-funding position for days quietly drains capital.
- No risk plan. Trading with no stop-loss and no position-sizing rule.
- Letting emotion drive. Leverage magnifies the mindset as much as the P&L.
- Too much to track. Watching funding, OI, liquidation levels, and sentiment across venues by hand is a heavy load.
AI fits the data-dense character of perps well:
How AI sharpens perps analysis
- Watching funding and open interest. across markets without pause.
- Flagging liquidation clusters. and crowded positioning.
- Distilling sentiment. so you notice when the crowd has tilted dangerously to one side.
- Framing the risk. — turning leverage and margin into plain words: "here is your liquidation price and what an X% move does."
- Quicker reaction. to regime shifts than staring at charts by hand.
AI does not make leverage safe — it makes the dangers visible and easier to think through.
How Quant helps with perps
Quant is built to apply its conversational intelligence to leverage-aware analysis. Ask Quant to walk through a perp setup in plain language, lay out the funding and positioning picture, and frame the risk before you commit. As with everything in Quant, you keep the wheel: it is self-custodial and every execution is user-approved. The aim is not to nudge you toward leverage — it is to make sure that if you trade perps, you do it with the funding, liquidation, and sentiment picture right in front of you rather than buried.
Related reading
AI Trading Signals
How signals work in fast-moving markets.
Mini-glossary
- Funding rate
- Repeating long/short payment that keeps perp price close to spot.
- Liquidation
- Forced close-out once margin runs dry.
- Open interest (OI)
- The total number of contracts still open.
- Mark price
- Smoothed reference price used to trigger liquidations.
- Margin
- Capital put up to open a leveraged position.
What is a perpetual future?
A leveraged contract for betting on price going up or down with no expiry, held near spot by a funding mechanism.
How is a perp different from a normal future?
Standard futures expire on a fixed date; perpetuals never expire, leaning on funding payments rather than settlement to stay tied to spot.
What is a funding rate?
A recurring payment between long and short holders that keeps the perp price in line with spot. Depending on your side, it is either an ongoing cost or an ongoing income.
What does liquidation mean?
When losses eat through your margin past the maintenance level, the exchange force-closes your position. Your full margin can be lost.
Is trading perps riskier than spot?
Yes. Leverage enlarges both gains and losses, and liquidation can erase a position. It calls for tight risk management.
Can AI help me trade perps more safely?
AI can bring the risk into view — funding, liquidation price, crowded positioning — but it cannot take the risk away. Safety comes from your sizing and discipline.
What leverage should a beginner use?
Less is safer; plenty of seasoned traders keep leverage low precisely because liquidation risk climbs steeply with it. No high leverage is truly "safe."
Does Quant let me analyze perps?
Quant is built to help you analyze perp setups through conversation — funding, positioning, and risk framing — while you approve any action.
What is open interest and why does it matter?
It is the total count of open contracts; OI rising alongside price can confirm a trend, while extreme readings can flag crowded, fragile positioning.
How do I avoid liquidation?
Keep leverage low, place stops, size positions cautiously, and always know your liquidation price before you enter.