Lifestyle For Environment / Bharat Amrutkal Trust’s Post

<a href="https://lnkd.in/gAW5dpyq"></a> <a href="https://lnkd.in/gkw_cuZV" title="Techmeme permalink"></a> <a href="https://www.theblock.co/">The Block</a>:<a href="https://lnkd.in/gAW5dpyq">The GMCI Meme index, which tracks leading memecoins by market cap, delivered 320% returns in 2024, outpacing AI at 91% and the top 30 cryptocurrencies at 88%</a>  —  – The GMCI Meme index represents broader market trends rather than specific token performance.  — The following is an excerpt …  

<a href="https://lnkd.in/gAW5dpyq"></a> <a href="https://lnkd.in/gkw_cuZV" title="Techmeme permalink"></a> <a href="https://www.theblock.co/">The Block</a>:<a href="https://lnkd.in/gAW5dpyq">The GMCI Meme index, which tracks leading memecoins by market cap, delivered 320% returns in 2024, outpacing AI at 91% and the top 30 cryptocurrencies at 88%</a>  —  – The GMCI Meme index represents broader market trends rather than specific token performance.  — The following is an excerpt …  

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Spotrade.net is revolutionizing the Forex trading landscape with its cutting-edge AI spot signals. Developed over years in collaboration with industry giants, this award-winning platform harnesses advanced algorithms to provide highly accurate market predictions and actionable insights. 'The AI spot signals are the cornerstone of Spotrade.net's groundbreaking technology,' said the company's spokesperson. 'They meticulously analyze real-time data, ensuring traders receive precise signals and a significant competitive edge.' Spotrade.net's commitment to excellence was recently recognized at a prestigious conference, where it received an award for its superior performance and innovative technology. This recognition underscores the platform's position as a top choice for traders seeking reliable and profitable signals. 'We are proud to have a thriving community of successful traders who have achieved remarkable success using our AI-powered system,' the spokesperson added. 'Our user-friendly design ensures traders of all levels can easily navigate and utilize our features.' With fast signal delivery, a high success rate, and 24/7 customer support, Spotrade.net offers an unmatched trading experience. As the future of Forex trading, it empowers traders with advanced AI technology, industry expertise, and a dedication to user success. #ForexTrading #AISpotSignals #SpotradeDotNet @spotrade.net

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What if your queries required access to multiple sub-related data from different documents, for an LLM to parse and make sense of before returning a coherent and accurate output? We often ask complicated questions, right? 🔹Well to solve this problem, these researchers released Multi-Head RAG (MRAG) which leverages activations of Transformer’s multi-head attention layer, instead of the decoder layer, as keys for fetching multi-aspect documents. They are taking advantage of the fact that multi-head attention can learn to capture different data aspects. 🔹The interesting part is that MRAG is both cost-effective and energy-efficient. In other words, it does not require additional LLM queries, multiple model instances, increased storage, or multiple inference passes over the embedding model. 🔹Moreover, MRAG can be seamlessly integrated with existing RAG frameworks and benchmarking tools like RAGAS as well as different classes of data stores. 🔹The researchers provide a comprehensive evaluation methodology, including specific metrics, synthetic datasets, and real world use cases to demonstrate MRAG’s effectiveness. 🔸Do check it out! #genai #technology #artificialintelligence Click #linkedangle and follow for more content Set the 🔔 notification on my page, don’t miss a post!

Artificial intelligence – hype and reality - The Irish Times: ... artificial intelligence which can make statements that are totally untrue. It seems more like artificial stupidity. The current emphasis on the ... http://dlvr.it/TGGLGK

Unlock the potential of AI in trading with a detailed exploration of a novel AI-powered Expert Advisor designed to forecast the FTSE 100's future close prices. Leveraging MQL5, this model dynamically adapts across time frames and adjusts parameters for precise forecasting. By normalizing input data and employing a multiple Linear Regression model, it offers robust prediction capabilities surpassing traditional decision trees. Optimization principles inspired by Modern Portfolio Theory minimize portfolio variance through sophisticated constraints and optimization techniques using SciPy's SLSQP algorithm. This intelligent system seamlessly integrates technical analysis, providing dynamic, data-driven trading insights for the London Stock Exchange. #MQL5 #MT5 #AITrading #AlgoTrading https://lnkd.in/eUi45Y_v

I'm excited to announce that the first fully automated energy trade (profitable) has successfully gone through on my proprietary platform just minutes ago — directly linked to the EPEX SPOT power exchange 🚀 After evaluating several third-party trading platforms, I decided to build the entire system myself from the ground up to integrate seamlessly with EPEX SPOT's powerful M7 API. This gave complete control over every aspect of the exchange connection, ensuring optimal performance, minimal latency, and precise order management. The platform features a blazingly fast, second-to-none C++ trader, tested to handle thousands of messages per second, along with multiple advanced AI models that analyze large datasets in real time, predict trends, and execute trades seamlessly. By leveraging advanced machine learning and neural networks, the platform continuously optimizes decision-making, enabling predictive and adaptive trading strategies. Looking forward to scaling this further with larger volumes, higher frequencies, and expansion into new markets. https://krogsgaard.com/ #AlgorithmicTrading #NeuralNetworks #EnergyTrading #QuantitativeTrading #HighPerformanceComputing #AI

𝗪𝗵𝘆 𝗔𝗜 𝗠𝗲𝗲𝘁𝘀 𝗗𝗲𝗙𝗶 𝗜𝘀 𝗦𝗲𝘁 𝘁𝗼 𝗧𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺 𝗙𝗶𝗻𝗮𝗻𝗰𝗲 In our last installment of Passion To Learn series, we dive into how the convergence of AI and #DeFi—dubbed AIFi—is reshaping decentralized finance, making complex financial strategies accessible to all. 🔹 𝗦𝗶𝗺𝗽𝗹𝗶𝗳𝘆 𝗗𝗲𝗙𝗶: Learn how #AI agents are automating liquidity management, cross-chain trading, and portfolio rebalancing to remove barriers for everyday users. 🔹 𝗥𝗲𝘀𝘂𝗿𝗴𝗲𝗻𝗰𝗲 𝗼𝗳 𝗗𝗲𝗙𝗶: Explore the new wave of innovations with platforms like Pendle, Hyperliquid, and Ethena driving efficient liquidity and perp trading. 🔹 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁 𝗜𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝗼𝗻: Discover case studies on Mode Network, Spectral Labs, and Almanak, where AI-driven systems are revolutionizing trading strategies and smart financial decision-making. 🔹 𝗧𝗵𝗲 𝗙𝘂𝘁𝘂𝗿𝗲 𝗼𝗳 𝗔𝗜𝗙𝗶: See how AI agents are paving the way for intuitive interfaces, multi-chain scalability, and predictive financial intelligence. The rise of #AIFi represents a paradigm shift, where AI-powered tools democratize access to financial strategies, empowering everyday users to unlock new opportunities in DeFi. Explore the full blog below.