In his new article, expert Francesc Porras explores how recent AI superchips are a game changer in intraday trading – where milliseconds are so crucial to exploit short-term market inefficiencies or opportunities – but how they also raise a number of questions about the human-machine symbiosis. Read it here >> https://lnkd.in/eSJBdbm3
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The rise of #AI is reshaping the financial market landscape, and the #HFT is no exception to the trend. The demand for HFT is growing, and so is the AI hype. But can AI actually address the limitations of HFT? With the help of AI, a new window for entering the HFT industry has definitely opened. However, the use of AI in trading will not fundamentally solve the problem of liquidity for HFT. More details and my thoughts on whether the rise of AI can help to address HFT challenges in my latest article for Benzinga
How Can The Rise Of AI Help In Addressing HFT Challenges
benzinga.com
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In the intricate world of financial trading, understanding and leveraging market trends are critical for formulating effective strategies. These trends, which reflect the collective mindset of market participants, provide insights into the potential directions of financial instruments. In this context, the advent of Artificial Intelligence (AI) is significantly changing the way traders interact with market trends. #financialtrading #artificialintelligence #trendanalysis #stocktrading
The Art of Merging Trend Analysis and Pattern Recognition in Stock Trading Powered by AI
in.investing.com
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The TRADE News highlights the discussion of traders and data experts at a London AI workshop on the fear and rewards of buy-side AI. One key finding from the room was the assertion of AI, with the overlaying view that it should be integrated into existing processes rather than as a replacement. For the short-term future, AI remains to improve what humans can do and make their touch more proficient. “AI is really changing just how much a trader can add to the investment process. Not just through execution, but also the selection aspect of what goes into a portfolio,” asserted Rebecca Healey co-chair EMEA regional committee at FIX Trading Community. Overbond fills the gaps in the fixed-income market by providing live data aggregation and real-time analytics for the fixed-income market. With traders increasingly relying on AI applications to aggregate data and price fixed-income securities in live trading, Overbond’s market leading refresh rate of sub 3 milliseconds is currently the fastest and most accurate bond pricing source in the market. This technology is made possible through AI enhanced data aggregation and serverless cloud elastic computing. Read more here: https://lnkd.in/gvqmFPKS #FixedIncome #Trading #CorporateBonds #Bonds #ArtificialIntelligence #AI #BondTrading #QuantitativeAnalysis #Fintech #FinancialTechnology #CapitalMarkets #Investing #DebtCapitalMarkets #FinancialInnovation #MarketData #BondMarket #FinanceTech #RiskManagement #AssetManagement #FixedIncome #Trading #CorporateBonds #bonds #QuantitativeAnalysis
The buy-side on AI: ‘The fear is real, but the rewards are there’ - The TRADE
https://www.thetradenews.com
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Redefining the Future of #Forex: How #AI is Shaping the Trading Landscape in 2023 and Beyond 🚀 #ForexInnovation #TechTrends2023 https://lnkd.in/ePY2CMEJ
How AI is Changing the Forex Trading Market in 2023 and Beyond - The Forex Index
http://www.theforexindex.com
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🤖📈 Unveiling the Future of Trading: AI-Powered Revolution! 🚀 Dive into our latest blog as we unravel the game-changing impact of AI on the trading landscape. From algorithms to predictive insights, witness the evolution firsthand. Don't miss out! #AIinTrading #FutureofAI #TradingRevolution 🌐 https://lnkd.in/dRS2emDb #AIinTrading #FutureofAI #AlgorithmicTrading #FinanceInnovation #TradingTechnology #MachineLearning #Fintech #FinancialMarkets #TradingStrategies #AIAdvancements #TechInFinance #TradingRevolution #AutomationInTrading #DataDrivenTrading #InvestmentTech #FinancialAI #MarketPredictions #AITransformations #QuantitativeTrading #SmartInvesting #TradingSolutions #AIImpact #FinancialFuture
How is the Future of AI in Trading Transforming the World?
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𝗪𝗵𝗮𝘁 𝘄𝗼𝘂𝗹𝗱 𝗯𝗲 𝘁𝗵𝗲 𝗶𝗺𝗽𝗮𝗰𝘁 𝗼𝗳 𝗔𝗜 𝗱𝗲𝗲𝗽 𝘁𝗿𝗮𝗱𝗶𝗻𝗴 𝗮𝗴𝗲𝗻𝘁𝘀, 𝘄𝗵𝗶𝗰𝗵 𝘀𝗲𝗹𝗲𝗰𝘁 𝗮𝗻𝗱 𝗲𝘅𝗲𝗰𝘂𝘁𝗲 𝘁𝗿𝗮𝗱𝗶𝗻𝗴 𝘀𝘁𝗿𝗮𝘁𝗲𝗴𝗶𝗲𝘀, 𝗼𝗻 𝗳𝗶𝗻𝗮𝗻𝗰𝗶𝗮𝗹 𝗺𝗮𝗿𝗸𝗲𝘁 𝘀𝘁𝗮𝗯𝗶𝗹𝗶𝘁𝘆? This is the question Jonathan Hall, External member of the Financial Policy Committee (FPC), explored in his speech on Wednesday. His observations, while not representing the official view of the FPC, provide insights that could inform upcoming discussions and the regulators' priorities. Advancements in AI could lead to the development of AI trading agents which would execute orders, based on vast amounts of data and the capabilities to continuously learn and adapt. 𝗜𝗱𝗲𝗻𝘁𝗶𝗳𝗶𝗲𝗱 𝗿𝗶𝘀𝗸𝘀 𝗶𝗻𝗰𝗹𝘂𝗱𝗲: 𝗜𝗻𝗰𝗿𝗲𝗮𝘀𝗲𝗱 𝗺𝗮𝗿𝗸𝗲𝘁 𝗯𝗿𝗶𝘁𝘁𝗹𝗲𝗻𝗲𝘀𝘀 𝗮𝗻𝗱 𝗰𝗼𝗿𝗿𝗲𝗹𝗮𝘁𝗶𝗼𝗻: AI trading agents could increase market efficiency in stable times but lead to a brittle and highly correlated market structure that could amplify financial shocks - 'forces of amplification', an 'enemy' of the FPC. 𝗠𝗶𝘀𝗮𝗹𝗶𝗴𝗻𝗺𝗲𝗻𝘁 𝗼𝗳 𝗶𝗻𝗰𝗲𝗻𝘁𝗶𝘃𝗲𝘀: AI trading agents could develop incentives that are not aligned with regulatory goals or public good, potentially exacerbating market instability when reacting to financial shocks. Additionally, Hall discusses the implications of AI trading agents learning that they can benefit from financial shocks or shifts, and how they might act to increase the likelihood or size of such opportunities. 𝗣𝗿𝗼𝗽𝗼𝘀𝗲𝗱 𝗺𝗶𝘁𝗶𝗴𝗮𝗻𝘁𝘀 𝘁𝗼 𝗲𝘅𝗽𝗹𝗼𝗿𝗲: Hall calls for further collaboration between regulators, market participants and safety experts to explore what mitigants could be put in place to manage those risks including: 🛡️Adversarial training and sandboxes 🔄Continuous learning 🕹️Controls, including human oversight, and considering adding a ‘kill switch’ 📊 Testing, including system-wide stress tests 𝗥𝗲𝗴𝘂𝗹𝗮𝘁𝗼𝗿𝘆 𝗰𝗼𝗻𝘀𝗶𝗱𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝘀: These developments and risks will have an impact on how firms / managers ensure AI trading agents comply with the regulatory framework. While regulators may consider mandating that AI systems incorporate their rulebooks, Hall indicates this may not be necessary given that trading managers are already subject to conduct requirements. He also notes that a one-size-fits-all solution is unlikely and that individual firms will need to tailor the integration of regulatory rules into their own models. Chris Heys Leigh Bates Peter El Khoury Conor Macmanus Andrew Strange Claire Lawrie Mo MESKARIAN, MBA, MSc #AI #ArtificialIntelligence #AIagents
Monsters in the deep? − speech by Jonathan Hall
bankofengland.co.uk
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Happy Friday Folks!!!Is AI the New Master of the Trade Floor? Unveiling the Impact of Algorithmic Trading!" 🤖 #AITradingRevolution 🤖 In a world where milliseconds can mean millions, have you ever wondered how Artificial Intelligence (AI) and algorithmic trading are redefining the pulse of the trade floor? 🌐 The Dawn of a New Trading Era 🌐 Gone are the days when trading decisions were solely made by human traders. Today, AI and sophisticated algorithms are not just assisting but often leading the charge in making lightning-fast, highly efficient trading decisions. 💡 Algorithmic Trading: Speed and Precision Combined 💡 Algorithmic trading uses complex formulas to execute trades at the best possible prices. These algorithms analyze market data at a speed and accuracy that's beyond human capabilities, capitalizing on opportunities in a fraction of a second. 🧠 AI: The Game-Changing Analyst 🧠 AI takes it a step further. It's not just about executing predefined strategies; AI systems learn from market patterns, adapt to new information, and make predictive analyses, continuously refining their trading strategies. 📊 Big Data, Bigger Opportunities 📊 With the integration of big data, AI algorithms can process vast amounts of information, including global economic indicators, company reports, and even news feeds, to make informed and timely trading decisions. 🔄 Impact on the Trade Floor 🔄 The advent of AI and algorithmic trading has led to greater efficiency, reduced costs, and minimized human errors. However, it also brings challenges such as the need for constant technological upgrades and concerns over automated systems’ market impacts. 🚀 Embracing the AI Wave 🚀 As we embrace this technological wave, the role of human traders is evolving. The focus now is on supervising these algorithms, interpreting their findings, and adding a layer of strategic decision-making that machines can't replicate. 💬 Join the Discussion 💬 How do you see AI and algorithmic trading shaping the future of the finance industry? What are the challenges and opportunities you foresee? Share your thoughts and let's delve into this fascinating evolution together. 👍 Like 👉 Share 👇 Comment #MDMarketInsights #businessanalysis #capitalmarkets #financeindustry #financialservices #investmentanalysis #TradeFloor #dataanalytics #riskmanagement #tradingstrategies #marketresearch #investmentmanagement #assetmanagement #fintech #regulatorycompliance #portfoliomanagement #derivatives #marketanalysis #financialtechnology #quantitativeanalysis #investmentstrategy #businessintelligence #financialinnovation #economicanalysis #hedgefunds #privateequity #TradingSystems #datascience #riskanalysis #financialdata
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Toggle AI’s Giuseppe Sette shares insights on the integration of AI in trading in an article on FinanceFeeds. Click the link to check it out! https://lnkd.in/gZYJMxWP
From Backtesting to Arbitrage: Practical Applications of AI in the World of Retail Trading
https://financefeeds.com
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There’s no denying the role AI is playing within the fixed income markets. AI enables the ability to aggregate data sets and to make predictions about where a bond is likely to trade and how much liquidity that’s likely in the marketplace in real-time. “What we’re able to do with AI is feed into the model a very, very broad set of data points – including data points that may not be about the specific bond that we’re trying to solve for,” Gareth Coltman, Global Head of Automation Solutions, tells The Trade News. For more, see here: https://okt.to/N3pXCH #Automation #AI
Artificial Intelligence in fixed income: A paradigm shift - The TRADE
https://www.thetradenews.com
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