LLMQuant
@LLMQuant
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The AI community building future technology for investment research
London, England
Joined November 2024
How LLMs generate investor views, plug them into the Black-Litterman framework, and reshape portfolio optimization. #QuantFinance #AI #LLM #PortfolioOptimization #Investing #BlackLitterman.
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🔎 What happens when we stop asking “Was the model right?” and start asking “How could it fail?”.#AI #Finance #Quant #RiskManagement #LLM #MultiAgentAI #AIEthics #AIinFinance.
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đź“ŠWhat happens when we teach reinforcement learning to read the news? #AI #QuantFinance #ReinforcementLearning #LLM #SentimentAnalysis #Investing #PortfolioOptimization.
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📢HARLF dives into a hierarchical AI framework. 26% ROI and a Sharpe ratio of 1.2 from 2018–2024. #QuantFinance #AI #ReinforcementLearning #LLM #PortfolioOptimization.
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LLMs are still black boxes. Beyond the Black Box — how mechanistic interpretability opens up AI in finance？.control https://open.substack.com/pub/llmquant/p/beyond-the-black-box-making-large?r=5zr9ke&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true .#LLMs #AI #Quant
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đź“ŠFinDPO, a new financial AI framework that aligns large language models with human preferences. Powers trading strategies with 747% cumulative returns in backtests. #AI #QuantFinance #LLM #AlgorithmicTrading #SentimentAnalysis #HedgeFunds.
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🤖FinVision changes the game with a team of AI agents, a news analyst, a chart reader, a historian, and a trader that collaborate, reflect, and explain their reasoning. .#AI #QuantFinance #LLM #StockMarket #Trading #MachineLearning
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⚡️FinAgent achieved 92% returns on Tesla, proving that explainable, generalist AI can thrive in complex markets. #AITrading #QuantFinance #LLM #ArtificialIntelligence #FinancialMarkets #Investing #MachineLearning.
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Can Reinforcement Learning (RL) — the same AI powering robots and AlphaGo — offer a smarter way to build portfolios?.#AI #Finance #QuantFinance #ReinforcementLearning #PortfolioOptimization.
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Can you trust the 'score' by LLM? 🤔 It's just a score, why should we trust it for high-stakes domains like Finance?.#AI #Finance #LLM #ArtificialIntelligence #QuantFinance #AIinFinance #MachineLearning #FutureOfFinance.
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Something interesting. đź“Š GPT-4 scores near the passing line for Level I and maybe even Level II.
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Insider trading rarely looks like a Hollywood heist. More often, it’s whispered tips over dinner, quiet trades through family accounts. #QuantFinance #AI #GraphNeuralNetworks #InsiderTrading.
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🚀 How the Alan Turing Institute sees AI reshaping finance #ArtificialIntelligence #Finance #AlanTuringInstitute #BankingInnovation #AITrust #RiskManagement #MachineLearning.
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Banks thought they were safe in 2008. Then losses blew past their models. Why? Their favorite risk tool — Value-at-Risk — can’t see the severity of extreme losses. #Trading #RiskModels #VaR #Expectiles #FTSE100 #QuantitativeFinance
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Can GPT read annual reports better than Wall Street analysts?.A new study shows AI can scan 10-K filings, turn words into numbers, and even beat the S&P 500. #AI #Investing #Finance #LLM #StockMarket #Quant.
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Most AI agent failures aren’t about model capability. They fail because of context. That’s why Context Engineering matters. #AI #ContextEngineering #LLM #AIagents #RAG #MCP #PromptEngineering #GenAI.
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đź’ˇ Why does the stock market make money while you sleep?#StockMarket #Investing #QuantFinance #BehavioralFinance #Markets #NLP #AIinFinance #OvernightReturns.
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One of the most popular question of AI in Finance - Can AI Write Finance Papers Better Than Humans?.#AI #QuantFinance #FinanceResearch #GenerativeAI.
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AI has ImageNet. NLP has GLUE. Finance? Until now, nothing. #QuantInvesting #AlgoTrading #SystematicTrading #PortfolioOptimization #TradingStrategies #QuantModels.
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