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 date. Unlike traditional futures, perps never settle on a fixed day — 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 rise or fall, and deep liquidity. They're risky too: leverage magnifies losses just as much as gains, and positions can be liquidated.
Key concepts you must understand first
- Leverage & margin. Leverage scales up your exposure relative to the capital you post (margin). At 10× leverage, a 10% move against you can wipe out your margin.
- Long vs. short. A long profits when price climbs; a short profits when price drops.
- Funding rate. Periodic payments swapped between longs and shorts to keep the perp price near spot. Positive funding means longs pay shorts, and the reverse holds. It's a genuine, recurring cost.
- Liquidation. If losses eat into your margin beyond a threshold, the position is force-closed. Knowing your liquidation price is essential.
- Mark price vs. last price. Liquidations rely on mark price (a smoothed reference), not simply the last trade.
- Open interest & funding trends. Hints about positioning and crowd sentiment.
Common challenges with perps
- Over-leverage. By far the most common route to getting liquidated.
- Ignoring 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.
- Emotional management. Leverage amplifies the psychology every bit as much as the P&L.
- Data overload. Watching funding, OI, liquidation levels, and sentiment across venues is a lot to track by hand.
The data-heavy nature of perps plays right to AI's strengths:
How AI improves perps analysis
- Monitoring funding and open interest. across markets without pause.
- Surfacing liquidation clusters. and crowded positioning.
- Synthesizing sentiment. so you can tell when the crowd has leaned dangerously one-sided.
- Risk framing. — turning leverage and margin into plain language: "here's your liquidation price and what an X% move does."
- Faster reaction. to regime shifts than watching charts by hand allows.
AI doesn't make leverage safe — it makes the risks visible and easier to reason about.
How Quant helps with perps
Quant is built to apply its conversational intelligence to leverage-aware analysis. Ask Quant to break down a perp setup in plain English, surface the funding and positioning picture, and frame the risk before you commit. As with everything in Quant, you stay in charge: it's self-custodial and every execution is user-approved. The aim isn't to nudge you toward leverage — it's to ensure that if you do trade perps, the funding, liquidation, and sentiment picture sits right in front of you instead of staying hidden.
Related reading
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How signals apply in fast-moving markets.
Mini-glossary
- Funding rate
- Recurring long/short payment that keeps the perp price near spot.
- Liquidation
- Forced closure once margin runs out.
- Open interest (OI)
- The total of outstanding contracts.
- Mark price
- The smoothed reference price used for liquidations.
- Margin
- Capital posted to open a leveraged position.
What is a perpetual future?
A leveraged contract for betting on price up or down with no expiry date, held near spot price by a funding mechanism.
How is a perp different from a normal future?
Traditional futures expire on a set date; perpetuals never expire, relying on funding payments instead of settlement to track spot.
What is a funding rate?
A periodic payment between long and short holders that keeps the perp price in line with spot. Depending on your side, it's either an ongoing cost or an ongoing income.
What does liquidation mean?
When losses eat through your margin past a maintenance threshold, the exchange force-closes the position. You can lose your whole margin.
Is perps trading riskier than spot?
Yes. Leverage magnifies both gains and losses, and liquidation can erase a position. It calls for strict risk management.
Can AI help me trade perps more safely?
AI can make the risk visible — funding, liquidation price, crowded positioning — but it can't remove it. Safety comes down to your sizing and discipline.
What leverage should a beginner use?
Lower is safer; plenty of experienced traders keep leverage modest precisely because liquidation risk climbs sharply with it. There's no such thing as "safe" high leverage.
Does Quant let me analyze perps?
Quant is built to help you analyze perp setups conversationally — funding, positioning, and risk framing — with you approving any action.
What is open interest and why does it matter?
It's the total count of open contracts; rising OI alongside price can confirm a trend, while extremes can flag crowded, fragile positioning.
How do I avoid liquidation?
Use lower leverage, set stops, size positions conservatively, and always know your liquidation price before you enter.