OpenGradient’s Post

Making DeFi smarter with machine learning. Read OpenGradient's success story and how they leveraged Dojo to efficiently build and simulate machine learning models to optimize decentralised exchanges. The results? +18% LP returns, improved market efficiency, cutting infrastructure overhead by 95%, focusing on innovation instead. Great work from the OpenGradient team, check their full research paper and models in the links in the comments 👇 https://lnkd.in/eYW56sAk

It's been a while since I've written a technical blog, and I've missed it. So, for the past few days, I used Claude, CCXT, Firebase, and React to create an automated trading strategy that creates a long/short portfolio every 24 hours on the Hyperliquid DEX that is live in production today with $500. On the blog, I share my experience and insights into leveraging AI-assisted development, the system architecture of the bot, code and other good stuff. Blog: https://lnkd.in/e3f7RbAq

The Future of Trading: AI-Driven Bots by NodeAscend In the fast-paced world of trading, staying ahead of market trends is no easy task. With constant fluctuations, split-second decisions, and the need for data-driven insights, traditional trading methods often fall short. This is where AI-driven trading bots step in to revolutionize the game. At NodeAscend, we specialize in crafting customized AI trading bots designed to automate strategies, analyze market trends, and execute trades with unparalleled efficiency. Why Choose AI Trading Bots? Data-Driven Accuracy AI-powered bots process vast amounts of market data in real time, offering actionable insights and precise predictions. This allows traders to make informed decisions without the guesswork. Round-the-Clock Trading Markets don’t sleep, and neither do our bots. Operating 24/7, they ensure you never miss an opportunity, whether it's crypto, stocks, or forex. Automated Efficiency Say goodbye to manual tracking and execution. Our bots handle everything – from monitoring trends to placing trades – allowing you to focus on strategy and goals. Custom Solutions for Your Needs Every trader is unique. That’s why we offer fully customizable bots tailored to your specific requirements, whether you're a beginner exploring the markets or a seasoned professional. NodeAscend’s Expertise With years of experience in Python development, AI algorithms, and automation, we pride ourselves on building bots that are not only fast but also highly reliable. Our solutions are performance-oriented, scalable, and built with the latest technologies to keep you ahead of the competition. The Future Is Automated AI-driven trading bots aren’t just a trend; they’re the future of trading. Whether you're looking to maximize profits, minimize risks, or simply save time, NodeAscend is here to help you achieve your goals. 📩 Ready to explore the possibilities? Let’s create a solution that works for you. Contact us today! #AITrading #TradingBots #AlgorithmicTrading #CryptoAutomation #PythonDevelopment #FinTech #NodeAscend #FutureOfTrading

I am very proud to be supporting the Token Engineering Academy with my Live Track "DeFi's Concentrated Liquidity From Scratch". The scope of this course includes the three preeminent descriptions of concentrated liquidity from Bancor (2020 and 2022), and Uniswap (2021), as well as three additional descriptions informed by trigonometric analysis of the same. The purpose of this contribution is to organize the seminal and derivative forms of this cornerstone DeFi technology, and algebraically and geometrically elaborate these descriptions to achieve an authoritative and near-exhaustive overview of the underlying theory powering the current state-of-the-art in decentralized exchange infrastructure.

Over the past few years, development in the blockchain domain primarily focused on resolving intrinsic infrastructure challenges such as communication, security, interoperability, and scalability. With significant advancements in these areas, the focus has now shifted towards developing real-world use cases that address the limitations of traditional centralized systems. Currently, advanced use cases in decentralized AI infrastructure, DePIN, RWA tokenization, DeFi, and decentralized governance systems are being actively developed. The role of token engineers is pivotal in development of these use cases by building robust and resilient token-based economies, to make these applications scalable, sustainable, and impactful. Given the importance of token engineering discipline in driving this decentralization revolution, consider enrolling in the learning tracks offered by the TokenEngineering Academy and develop advanced skills and expertise of this emerging interdisciplinary engineering domain

Don't miss out! Join 500+ in registering for our most anticipated learning program of the year— our Study Season! We've got a great lineup of speakers - find details for our 8 Live Tracks below 🧵 REGISTER NOW TO ATTEND: https://buff.ly/43wpCtP Live Track 1/ Token Design Thinking Framework: A Structured Approach for Crypto Founders, Protocol Designers, and Token Engineers by Shermin Voshmgir, Founder of Token Kitchen. Register to discover her token network approach starting this Friday at 17:00 UTC! Live Track 2/ The Data Value-Creation Loop: An Engineering Perspective on Data Flywheels and Supply Chains by Trent McConaghy, Founder of Ocean Protocol. How do people sustain and thrive in the data economy? It's simple: ensure that they can make money! Register now to find out how! Live Track 3/ DeFi's Concentrated Liquidity from Scratch by Mark Richardson, Project Lead at Bancor. Join us in deriving concentrated liquidity bonding curves from first principles, exploring the transformation of DeFi's AMM technology, and reconstructing key liquidity models. Live Track 4/ Reputation-based Weighted Voting - A New Primitive for DAO Governance by Octopus and Angela Kreitenweis. This track will develop a new voting system that considers voters' past decisions and expertise to determine their influence in decision-making. Register to take part! Live Track 5/ On-chain Analytics for Token Engineers 101 — Become a DYOR Maxi from SCRATCH Using ChatGPT with Roderick McKinley, CFA. This track teaches on-chain analytics fundamentals using SQL on Dune Analytics and how to turbocharge progress with ChatGPT. Live Track 6/ Modelling and Simulating Decentralized Economic Systems with the Application of AI/ML with Muhammad Idrees, Token Engineer at BlockApex, alethea.ai, and aliagents.ai. Leveraging cutting-edge AI and #MachineLearning, this track explores how to build, analyze, and refine blockchain economic models. Live Track 7/ dApp Analysis: Exploring the Complex System Oriented Approach with Giuseppe Destefanis, Associate Professor Brunel University London. Join this track to explore a novel approach to understanding and analyzing dApps through the lens of complex systems theory. Live Track 8/ Token Engineering Value Capturing Fundamentals by Vasily Sumanov, Head of Research at PowerPool. Register to learn practical methods for analyzing existing tokens' value-capturing structures and value-capturing mechanics in new tokenized systems. Curious to learn more about these tracks? After registering for our Study Season, you'll find all the details available, including track overviews, session times, prior knowledge recommended, speaker details, and more! Don't miss out, register below for the Study Season today! Link: https://buff.ly/43wpCtP #tokenengineering #education #crypto

In today's fast-paced, volatile markets like NASDAQ-100, the battle for alpha is fiercer than ever. Hedge funds and investors are racing to capture fleeting opportunities and navigate complex risks. 💹⚔️ 🌟 Enter the game-changer: Large Language Models (LLMs) and advanced AI architectures like Retrieval-Augmented Generation (RAG). These cutting-edge tools are reshaping the landscape of investment strategy, enabling unprecedented speed, accuracy, and insight in financial analysis. 🧠🔍 Excited to share my contribution to this revolution: a powerful financial analysis web app that harnesses the capabilities of GPT-4, Langchain, and Streamlit to deliver comprehensive, AI-driven insights. 🚀📊 By integrating GPT-4, the app can provide detailed, context-aware responses to complex questions about market trends, financial metrics, and investment strategies. 💬💡 Langchain's Conversational Retrieval Chain allows for efficient processing of vast financial documents, extracting key insights through natural language queries. 📑🔍 The intuitive Streamlit interface offers a seamless user experience across devices, with interactive visualizations and dashboards that bring financial data to life. 📱📊 Future enhancements, such as DALL-E powered visualizations and Text-to-Speech functionality, are in the works to make insights even more engaging and accessible. 🎨🔊 Whether you're a hedge fund manager seeking alpha, a financial analyst navigating volatility, or an investor looking to stay ahead of the curve, this app empowers you with the tools to thrive in today's fast-evolving markets. 💪📈 🔗 Check out the app here: https://lnkd.in/gqm9PvYT I'd love to hear your thoughts and feedback as I continue pushing the boundaries of AI-driven financial analysis. 🚀 #InvestmentStrategy  #RiskManagement #ArtificialIntelligence #MachineLearning #Streamlit #Langchain #GPT4 #FinTech #RAG

You curious to understand where the tokens' value comes from? I am happy to invite everyone to the Value Capturing Fundamentals course, which will start soon at TE Academy 👉 https://buff.ly/43wpCtP . We will deal with: - Origins of tokens' value - Value capturing mechanisms - The Periodic Table to navigate in economic design space - And a lot of practice, including designing your tokens!

🚀 Cool Tools by LangChain to Power Up Your AI Projects 🚀 LangChain provides a suite of powerful tools that can make your AI workflows more efficient and intelligent. Here are some standout integrations that can really boost your projects: 1. GitHub Toolkit 🛠 – Integrate with GitHub to automate tasks like fetching repositories, managing issues, and even handling pull requests. Perfect for building applications that interact with GitHub seamlessly. 2. Alpha Vantage 📊 – Gain access to real-time stock market data and cryptocurrency information. Alpha Vantage is a fantastic tool for financial analysis and market predictions within your AI-driven apps. 3. Bearly Code Interpreter 💹 – A code interpreter within your LangChain environment that allows you to run Python code dynamically, process data, and perform complex calculations on the fly. Think of it as your AI-powered assistant for code execution! 4. Google Lens 🔍 – Use image recognition to extract data and identify objects in real time. Whether you're working on a visual AI project or need image-to-text capabilities, Google Lens integration offers incredible flexibility. 5. Human as a Tool 🤖👥 – This unique tool lets you incorporate human feedback into your AI model, combining the intelligence of machines with the judgment of humans. Perfect for complex decision-making tasks that require human oversight. 6. Pandas DataFrame 🧮 – Analyze, manipulate, and process structured data easily. With Pandas DataFrame integration, you can handle data analysis tasks directly within your AI application, making it ideal for working with large datasets. These tools help bring AI to life in practical and innovative ways. Whether you need live data, automation, or dynamic code execution, LangChain’s toolkit has you covered. #LangChain #AItools #PythonAI #Automation #TechInnovation #DataIntegration #AIpower

🌟 Excited to Share: Exploring the Power of LangChain! 🌟 Today, I want to dive into an incredible tool that's transforming the way we think about building applications with language models: LangChain. 🚀 LangChain is a versatile framework designed to streamline the integration of large language models into various applications, ranging from chatbots to complex data pipelines. Here are some of the standout features: 1. **Seamless Integration**: LangChain makes it effortless to connect your language model to a wide array of data sources, including APIs, databases, and more, ensuring your applications are always informed and up-to-date. 2. **Modularity and Flexibility**: With its modular architecture, LangChain allows developers to customize and extend components to suit specific needs, fostering innovation and adaptability. 3. **Robust Tooling**: It offers powerful tools for managing prompts, handling token limits, and optimizing model performance, which are crucial for building efficient and reliable AI applications. 4. **Community and Support**: LangChain boasts a vibrant community and extensive documentation, providing a wealth of resources and support for developers at all levels. Whether you're a seasoned AI developer or just starting out, LangChain opens up a world of possibilities for creating intelligent, responsive, and impactful applications. I'm thrilled to see where this journey takes us and eager to hear about the innovative projects this community will build. Let's push the boundaries of what's possible with language models together! 💡 #AI #MachineLearning #LanguageModels #LangChain #TechInnovation #AIDevelopment