#CurrencyPairPrediction Ethical Considerations in Algorithmic Forex Trading: Algorithmic forex trading raises important ethical concerns that go beyond performance. Key considerations include: 1. Market Manipulation: Algorithms must avoid practices like spoofing or front-running that distort market fairness. 2. Transparency: Traders and firms should ensure clear documentation and understanding of how algorithms make decisions. 3. Fair Access: High-frequency and institutional traders should not unfairly disadvantage retail investors. 4. Bias and Risk: Models must be tested to avoid unintended bias or systemic risk that could harm market stability. 5. Regulatory Compliance: Adherence to financial laws and global trading regulations is essential. Ethical design and oversight help maintain trust, fairness, and integrity in automated forex markets.