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Separating Hype from Reality in Algorithmic Trading 

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Read Time: 6 Minutes

The integration of Artificial Intelligence (AI) in forex trading is reshaping the landscape of financial markets. With the potential to analyse vast data sets and execute trades at incredible speeds, AI offers exciting possibilities. However, traders must navigate the hype and understand the practical realities of AI's capabilities and limitations in the dynamic forex environment.



Table of Contents


  1. Introduction
  2. The Promise of AI in Forex
  3. Current Realities of AI in Forex
  4. Common Misconceptions
  5. AI vs. Human Traders
  6. The Future of AI in Forex
  7. Final Thoughts



Introduction


Artificial Intelligence (AI) is revolutionising many industries, and forex trading is no exception. It’s estimated that AI-driven trading could reach US$19 billion in revenue by 2028.


According to the International Monetary Fund (IMF); “the share of AI content in patent applications related to algorithmic trading has risen from 19 percent in 2017 to over 50 percent each year since 2020, suggesting a wave of innovation is coming in this area.”





Although this may be exciting at first, every trader must be sure to distinguish between the hype, and reality.


AI is still evolving, and its application to the forex market is not yet foolproof. AI should be considered as a tool, rather than a solution to guaranteed profits. Although AI can process data incredibly quickly, human discretion is still a pivotal aspect of trading.


The Promise of AI in Forex


AI promises to bring numerous benefits to forex trading, often by outperforming humans in specific areas;


  • Enhanced Data Analysis: AI can analyse vast amounts of data in real-time, much quicker than any human ever could. It can quickly identify patterns across multiple currency pairs, interest rates, and economic indicators, something that would take human traders hours, if not, days.


  • Faster Trade Execution: In high-frequency trading (HFT), speed is everything. AI algorithms execute trades in milliseconds based on pre-set criteria, enabling traders to capture small, short-term price movements before the competition even reacts.


  • Emotion-Free Decision Making: Emotion and trading don’t mix - often leading to costly mistakes. AI removes the element of fear, greed, or hesitation, making decisions purely based on data and predefined algorithms. This is especially beneficial in volatile markets where emotional discipline is paramount.



Current Realities of AI in Forex


While the promises are enticing, the reality of AI in forex is far more complex. AI may have seen success in niche areas like high-frequency trading (HFT) and pattern recognition.


However, AI has significant limitations and challenges that traders must be aware of:


  • Data Dependency: AI is only as good as the data it’s given. Poor data quality or biased historical data can lead to incorrect predictions. This is why many AI models fail during black swan events that disrupt the market, such as the 2020 pandemic.


  • Complexity in Adapting to Market Conditions: AI excels in stable or predictable environments but struggles in a chaotic environment that poses many unforeseen disruptions and volatility. The most recent example, the 2020 Covid-19 pandemic, many institutions had become accustomed to.


As an example, financial institutions have been known to use AI algorithms to exploit small price discrepancies across different markets, leading to some great successes. However, when the 2020 Covid-19 pandemic disrupted markets, AI struggled to adapt to the rapidly changing conditions and, in some cases, leading to large losses for the institutions running them.


For more insights on how AI is evolving in forex trading, you can check out this detailed post on Fusion Markets, where the use of AI tools like ChatGPT is discussed in the context of market analysis and trading strategies.



Common Misconceptions About AI in Forex


There’s no shortage of misconceptions about AI's role in forex trading;


  • "Set it and forget it" myth: Many traders believe AI can be programmed once and left to generate profits indefinitely. This is far from reality. AI algorithms require constant monitoring, updating, and recalibration to keep pace with the ever-changing dynamics of the market.


  • AI guarantees profits: Some traders fall for the myth that AI trading guarantees profits. However, no system—AI or otherwise—can ensure consistent profits. Forex markets are affected by too many unpredictable factors, such as global politics, economic crises, and even natural disasters, for any system to be foolproof.


  • AI can predict black swan events: Despite all its power, AI cannot predict rare, unpredictable events like black swans. These events, by their nature, fall outside the scope of traditional data patterns and are difficult for AI to forecast.



AI vs. Human: A Balanced Comparison





AI and human traders bring different strengths to the table, and understanding these distinctions is key to developing a robust, and successful, trading strategy.


  • AI’s Strengths: AI excels at processing massive amounts of data, identifying subtle market patterns, and executing trades with precision and speed. It removes human biases and can operate 24/7 without fatigue.


  • Human Trader’s Strengths: On the other hand, human traders excel in areas where AI currently struggles—especially in understanding the broader context behind market movements. Human intuition, experience, and the ability to adapt to unpredictable events are areas where traders can outperform AI. For instance, human traders can weigh the political implications of an unexpected event, such as Brexit, where AI on the other hand might struggle to incorporate in real-time decision-making.


A hybrid approach that combines AI’s strengths with human insight may be the best way forward. AI can manage data processing and execution, while human traders focus on strategy, risk management, and adjusting for unforeseen market conditions.



The Future of AI in Forex


It’s still early days for AI in forex trading, but it’s rapidly evolving. Emerging technologies such as Natural Language Processing (NLP) and quantum computing are expected to transform AI's role in the financial markets further.


  • NLP: This allows AI systems to interpret news articles, social media sentiment, and other forms of unstructured data that can influence market movements. For example, NLP can be used to gauge how a new economic policy or geopolitical event may impact currency pairs.


  • Quantum Computing: While still theoretical in many applications, quantum computing holds the potential to perform complex calculations much faster than traditional computers. This could give AI even greater predictive power in markets where speed and computational capacity are crucial.



Our Final Thoughts


AI has undeniably transformed many industries, including the forex market. Whilst it can enhance data analysis, execution speed, and remove emotional biases, it’s no holy grail. The best approach is to employ AI with a balanced perspective—recognising its limitations whilst leveraging its strengths to complement your own trading strategies.


In short, AI is a powerful tool, but not a guarantee of success. The key to successful AI-driven trading lies in combining human intuition with algorithmic precision – we, as traders, must keep an eye on these trends but always remain cautious about relying on AI-driven systems.


Happy Trading

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Strategic View: Planning For 2025

Read Time: 7 - 9 Minutes.


There’s already been some fantastic volatility in the forex market this year – mainly attributed to Trump, but also ongoing discussions around monetary policy in key economies. 


Even if you’re a short-term trader, it’s important to look ahead and form a strategy for the year. There’s currently a convergence of high U.S. real yields, central bank policies, and geopolitical risks that all traders need to keep on their radar. 


In this post, we will discuss the current themes for 2025, as well as identify ways in which we could capitalise on them. 


 

  1. The U.S. Dollar’s Strength and Global FX Implications 

The dominant theme in the FX market this year is the continued strength of the U.S. dollar (USD), fuelled by not only by Trump, but also high real interest rates and economic divergences.


Following what’s called the "red sweep" in the 2024 U.S. elections, markets have shifted expectations towards persistent USD strength in the first half of the year​. 


There’s several factors contributing to this trend: 


  • High U.S. Real Yields: Elevated interest rates in the U.S. continue to attract capital inflows, ultimately reinforcing the greenback’s strength. 

  • Diverging Monetary Policies: Whilst the Federal Reserve remains cautious about rate cuts, the European Central Bank (ECB) and Bank of Japan (BOJ) are expected to ease policy further. 

  • Tariff Risks and Trade Policies: Anyone watching the headlines would be aware of Trump’s recent rampage on tariffs – these new tariffs could further support the USD by dampening foreign currency demand. 

Volatility Strategies will be the play here, with policy uncertainty and trade negotiations in the air, options-based strategies such as straddles or volatility swaps on USD pairs could become very attractive. 

 

2. Carry Trade Opportunities in High-Yielding Currencies 


With real interest rate differentials widening, carry trades remain a key theme in 2025. The market is favouring currencies with strong yield advantages, such as the U.S. dollar and select emerging market (EM) currencies. 


Key High-Yield Currencies: 

  • USD: The dollar’s rate advantage makes it a prime funding currency. 

  • CAD: Despite trade risks, Canada’s interest rate environment remains somewhat supportive. 

  • NOK: The Norwegian Krone has shown improved carry appeal, as a result of Norges Bank resisting an aggressive approach to rate cuts​. 



Trading Strategies: 

  • Long USD/MXN or USD/ZAR: With emerging market currencies under pressure due to trade risks and high U.S. rates, going long USD against the Mexican Peso (MXN) and South African Rand (ZAR) could prove to be profitable. 

  • Short CHF or JPY in Carry Trades: Both the Swiss Franc and Japanese Yen are likely to underperform against high-yielding currencies due to negative real rates​. This could provide some attractive carry trade opportunities. 

  • NOK/SEK Call Spread: As Norway’s interest rate stance is firmer than Sweden’s, NOK/SEK longs could offer potential upside​. 

 


3. The Euro’s Structural Weakness and Political Uncertainty 


The euro (EUR) remains vulnerable this year due to a combination of economic underperformance and political instability. 


Key Risks for the EUR: 

  • Interest Rate Divergence: The ECB is expected to continue cutting rates, whereas the Fed remains on hold, for now. 

  • Trade War Exposure: Europe is a primary target for new U.S. tariffs, which could add to the weakening of the Euro. 

  • German and French Political Uncertainty: Domestic political risks, including German elections and policy uncertainty in France, add further downside pressure to the euro​. 



Trade Idea: 


Short EUR/JPY 


A graph of a stock market AI-generated content may be incorrect. 

Figure 1 – EURJPY Weekly Chart 


Given Japan’s relatively stable policy outlook and Europe’s tariff risk, going short EUR/JPY remains a key trade. 



Long EUR Volatility 


A graph of a graph AI-generated content may be incorrect. 

Figure 2 – Euro Volatility Index, daily chart 


For options traders, the euro’s downside risks make long volatility positions an attractive hedge against geopolitical shocks. 

 


4. Commodity Currencies 


Commodity-linked currencies such as the Australian Dollar, Canadian Dollar, and Norwegian Krone face some unique opportunities in 2025. 



The Oil Market’s Influence on FX 


Analysts are expecting crude oil markets to remain tight, with OPEC aiming to balance the supply and demand​. In doing so, this could lend support to oil-linked currencies such as CAD and NOK, provided that global demand remains resilient. 

Gold and Safe-Haven Flows 




A graph showing the price of a stock market AI-generated content may be incorrect. 

Figure 3 – XAUUSD (gold), daily chart 




Gold prices have surged in early 2025 – driven by fears of tariffs, geopolitical tensions, and central bank buying​. Whilst this supports the Australian Dollar to some extent, rising U.S. yields could ultimately cap AUD/USD upside. 



Trade Ideas: 

  • Long USD/CAD on Tariff Risks: The potential for broad U.S. tariffs on Canada could weaken the CAD, making long USD/CAD a defensive play over the long-term, especially given the bullish strength of the USD. 

  • Long Gold as a Hedge: With tariff risks escalating, gold remains a strong hedge opportunity against geopolitical uncertainty. 

 



5. Geopolitical Crossroads and FX Volatility 


Beyond macroeconomic fundamentals, geopolitical risks continue to hold the FX market at ransom in 2025. There’s potential for volatility to stem from: 


  • U.S.-China Trade Tensions: Renewed tensions from Trump could weigh on the Chinese Yuan (CNY) and ultimately spill over to other Asian FX markets, such as the AUD and NZD​. 

  • European Political Shocks: Elections in Germany and France could provide sharp moves in the EUR. 

  • Middle East and Energy Market Risks: Any disruptions to oil supply chains would adversely affect energy-linked currencies, such as the CAD. 

Trade Idea: 


Long USD/CNH 


A line graph with black and purple lines AI-generated content may be incorrect. 

Figure 4 – USDCNH, weekly chart 



Continued pressure on the Chinese economy and potential U.S. tariffs could push USD/CNH higher​. It would be wise to look for long opportunities above 7.375. 

 



Final Thoughts 


As we take on 2025, having an understanding of the key macroeconomic drivers, central bank policies, and geopolitical risks is no longer ideal, but necessary. 


  • USD strength remains a dominant theme, with potential for reversals in Q3 & Q4 this year.. providing that the Fed pivots. 

  • Carry trade opportunities favour high-yielding currencies, whilst funding currencies like JPY and CHF face ongoing pressure. 

  • The euro still remains vulnerable as a result of policy divergences and political uncertainty. 

  • Commodity currencies require a more careful approach – with CAD and NOK benefiting from oil strength, whilst AUD could be exposed to further downside risks. 

  • Geopolitical tensions add more ammunition to FX volatility – with the potential to either create more trading opportunities, or disrupt market structure.  


By keeping these key themes in mind, we’re able to form a more structured approach to 2025. Whilst there’s been some appealing moves in the market so far, there’s still plenty of room for trend changes and unexpected volatility. The key going forward is to stick to your trading plan, but expect the unexpected – especially as we begin to see the economic effects of Trumps’ executive orders. 


If you haven’t done so already, check out our post on Economic Indicators here. 


20/02/2025
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Trump’s Return: What Forex Traders Need to Know About the New Administration


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Donald Trump’s return to Office as the 47th President of the United States marks a significant political and economic shift, creating both opportunities and challenges in the forex market. 


Trumps second-term agenda, marked by aggressive trade policies, tax reforms, and deregulation, has the potential to impact global markets in complex ways, especially the foreign exchange market. Fear not; there will be plenty of opportunities to accompany any disruptions that the Trump Administration will bring.

One of Trump’s most critical economic agenda’s is his renewed focus on tariffs. As during his first term, Trump has emphasised targeting China, with plans to raise tariffs on Chinese imports by 10–15%, ultimately increasing tensions between the two nations.


Why does this matter?


China’s economy has direct and indirect influences on markets, primarily through global trade. In 2024, China's foreign trade reached new heights, with total goods imports and exports amounting to 43.85 trillion yuan (approximately USD $6.1 trillion), marking a 5% increase from the previous year. Exports grew by 7.1% to 25.45 trillion yuan, while imports saw a 2.3% rise to 18.39 trillion yuan.

The trade surplus expanded significantly, reaching a record $992 billion, driven by a surge in exports, particularly to the U.S. So, you can imagine how Trump’s focus on tariffs could affect this.

Other proposals include broad tariff hikes, with some extreme scenarios suggesting across-the-board levies of up to 10% or a staggering 60% on Chinese goods. Such moves, while aimed at protecting American industries, carry substantial implications for global trade flows – which will of course affect currency rates.

The U.S. dollar, often a safe-haven currency as we know it, has provided an impressive bull-run recently;

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Figure 1-DXY (US Dollar Index) Daily Chart



There are essentially two scenarios:

  1. A weaker USD

    In his first term as US President, Trump openly said the dollar (USD) was too high. And now, in his second term, he’s singing the same tune. This could provide some fantastic opportunities for us forex traders – especially when currencies such as the AUD and NZD are severely undervalued.

  2. Continued dollar strength

    We could see further strength if global investors react to heightened uncertainty and anticipated inflationary pressures.

Overall, it’s likely that continued tariff increases will disrupt supply chains and weigh on U.S. economic growth, potentially weakening the dollar in the long term.

In addition to trade, Trump’s fiscal policies have the potential to impact currency prices. The extension of the 2017 tax cuts, along with potential new tax breaks, is expected to stimulate economic growth in the short term but could also widen fiscal deficits, already exceeding 7.5% of GDP. Higher government borrowing to finance these deficits may push up U.S. Treasury yields, attracting foreign capital and boosting the dollar. Yet, sustained fiscal imbalances could lead to long-term concerns over debt sustainability, ultimately eroding confidence in the greenback.

The Trump Administration’s approach to deregulation is yet another factor likely to influence forex prices. Trump’s plan to roll back Biden-era regulations across sectors such as energy, finance, and manufacturing aims to reduce costs for businesses and encourage investment. This deregulation, in addition to tax cuts, could lift business confidence and support equity markets, creating a risk-on environment. In such scenarios, higher-yielding currencies such as our Australian dollar and the Canadian dollar could potentially benefit from improved sentiment and rising commodity prices.


How to Trade Trump 2.0


Monetary and Fiscal Policy Signals


So far, Trump has been on a war path signing off executive orders and pushing to make change. Given that currency markets are influenced by macroeconomic and geopolitical events, it’s imperative to keep an eye on the headlines for potential shifts in monetary and fiscal policies. In doing this, we can stay one step ahead.


Look for Hedging Opportunities


Trump’s presidency previously brought unexpected shifts in international relations, creating geopolitical uncertainty that could impact the forex market; during such times, safe-haven currencies such as the CHF or JPY are typically reliable options. Additionally, if Trump reinstates policies that favour U.S. energy independence, oil-exporting nations such as Canada (CAD) or Russia (RUB) may see increased currency volatility tied to changes in commodity markets.


Be Prepared and Adapt


Trump’s criticism of the Federal Reserve for maintaining high interest rates during his first term suggests potential attempts to influence monetary policy, making the Fed’s reactions critical for USD movements. Policies promoting growth or supply-side inflation could drive rate adjustments, adding to forex market volatility. As traders, we need to be prepared – we know Trump is a bit of a loose cannon, but we also need to adapt to changes in market structure and macroeconomics.


News and Risk Management


Taking all of this into account, we traders need to keep one eye on the news headlines, and one eye on the markets. Stay up-to-date with major news events and avoid trading within close proximity of them, reducing exposure on any open trades.

In the months ahead, expect volatility and surprises. Trump has never been more motivated in improving things for the United States. Given that the greenback is the most important currency to watch, we traders need to be prepared for anything that he throws at us. Traders need to embrace the volatility, identify trends, and keep an eye on the macro-economic influencers that ultimately drive the pricing of currencies.

We provide our clients with an economic calendar and other tools to succeed in the markets – find out more by clicking here.
04/02/2025
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