Trading risk and the limits of algorithmic research

Trading involves substantial risk of loss

Trading financial instruments (gold futures, gold spot, gold-related ETFs, CFDs on gold, and similar products) involves substantial risk of loss. You can lose all of the capital you commit, and in some products you can lose more than you commit.

Markets can move rapidly and unpredictably. Prices can gap through stop-loss levels. Liquidity can disappear during volatile conditions. Past stability does not predict future stability.

Do not trade with capital you cannot afford to lose entirely.

Leverage amplifies losses

Many gold-related products (including futures, CFDs, margin spot, and leveraged ETFs) use leverage. Leverage means a small price move against your position can produce a loss many times larger than your initial deposit.

In leveraged products you may face:

• Margin calls: demands to deposit additional capital to maintain a position
• Forced liquidation: automatic closure of your position at unfavorable prices
• Negative balance: owing the broker more than your account contained

Some retail leverage products in some jurisdictions provide negative-balance protection. Many do not. Verify this directly with your broker before trading.

The algorithm may be wrong

The FAR algorithm is an experimental research model. It can be wrong on any given output, including high-confidence outputs.

The algorithm:

• May produce extended losing streaks
• May fail during regime shifts
• May call direction against the move that actually happens
• Does not account for unscheduled news, geopolitical events, or market shocks
• Does not adjust for any individual user's situation

Acting on algorithm output without independent analysis is your risk alone.

The Service is not personalized

The algorithm has no knowledge of you. It does not know your:

• Capital
• Risk tolerance
• Trading experience
• Account size or leverage settings
• Country, broker, tax situation
• Investment objectives

Outputs are computed identically for every viewer. They are not suitable for everyone, are not scaled to anyone’s risk profile, and are not recommendations to act.

If you need personalized financial guidance, consult a licensed adviser in your jurisdiction.

Past performance does not predict future results

The track record published on this Service reflects past algorithm outputs over the period shown. Past algorithm performance does not predict future performance.

Hit rates calculated over small samples (fewer than several hundred resolved outputs) are not statistically meaningful and may change substantially as more outputs accumulate.

The hit rate is a record of historical accuracy. It is not a guarantee, projection, or forecast of future accuracy.

Slippage, fees, and execution risk

Real trading involves costs not reflected in algorithm outputs:

• Spreads: the difference between buy and sell prices
• Commissions: broker fees per trade
• Slippage: the difference between intended and actual execution price, especially during volatile conditions
• Overnight financing: costs of holding leveraged positions overnight
• Currency conversion: costs if your account is in a different currency than the instrument

These costs degrade real-world performance relative to any theoretical hit rate. The track record on the Service does not adjust for these costs.

Tax obligations are your responsibility

Gains and losses from trading have tax consequences that vary by jurisdiction and personal situation. Tax treatment of gold trading, futures, CFDs, and ETFs differs widely across countries.

The operator does not provide tax advice. Consult a qualified tax professional in your jurisdiction before trading.

Counterparty and broker risk

Trading involves entrusting capital to a broker, exchange, or counterparty. These entities can:

• Become insolvent
• Freeze withdrawals
• Suspend trading
• Experience technical outages
• Be subject to regulatory action

Choose regulated brokers in jurisdictions with strong investor protection. Understand what protections (if any) apply to your account in the event of broker failure.

Regulatory risk

Financial regulations vary by country and change over time. Products available in one jurisdiction may be restricted or prohibited in another. Tax treatment, leverage limits, and product structures can change with little notice.

You are responsible for ensuring that any trading you do is legal in your jurisdiction.

Psychological risk

Trading places real psychological pressure on participants. Common risks include:

• Overtrading: taking trades to feel active rather than because of edge
• Revenge trading: trying to recover losses through impulsive trades
• FOMO: entering positions late out of fear of missing out
• Confirmation bias: seeking information that supports a preexisting view
• Sunk-cost fallacy: holding losing positions hoping they recover

Sustained losses can cause emotional distress that compounds financial losses. If trading is affecting your mental health, stop and seek support.

The Service is in beta

The Service is in active development. Features, content, algorithm behavior, and data may change without notice. The Service may be unavailable, contain errors, or display stale data. Do not rely on the Service as your sole source of market information.

No guarantee of any outcome

The operator makes no guarantee (express or implied) of:

• Profit
• Avoidance of loss
• Accuracy of any specific output
• Future performance matching past performance
• Continuity of the Service

You alone are responsible for any decisions you make and any outcomes that follow.

If you experience financial harm

If you have lost money you cannot afford to lose, or if trading is affecting your wellbeing:

• Stop trading
• Speak to someone you trust
• Contact a financial counselor in your jurisdiction
• If you are in crisis, contact a mental health support service in your country

The operator is not equipped to provide personal support, financial counseling, or crisis assistance.

Acknowledgment

By using the Service, you acknowledge that you have read and understood the risks described on this page. You confirm that any decisions you make are your own, made with full awareness of these risks, and based on your own independent judgment.

Questions

For general questions: support@faractionradar.com.