Hello, JUP community!
This is the ZeroAI team, an innovative initiative focused on predicting cryptocurrency prices using artificial intelligence. Our platform leverages advanced machine learning algorithms to analyze vast datasets, offering insights into future price trends. Exciting times lie ahead with ZeroAI!
What’s ZeroAI?
Envision our platform as CoinMarketCap (CMC), enhanced with AI-driven price predictions. Upon the completion of token integration, users will have access not only to real-time prices and essential information but also to AI-generated forecasts for prices one hour and one day ahead.
Our primary goal is to disrupt the traditional notion that only humans can formulate effective price strategies. Through the implementation of AI-driven predictions on the top CEX and DEX platforms, we seek to democratize access to advanced analytics and empower users with data-driven insights.
How the product collaborates with the Jupiter & Solana ecosystem
2024 is the time when CEX and DEX order books display not just the current price but also predictions for one hour and 24 hours ahead, as forecasted by AI.
Why not offer users more options? In a scenario where AI competes with human KOLs for accuracy in predictions, who will prevail? AI doesn’t necessarily have to win outright, but even capturing 50% of the prediction market—currently dominated by humans—would be a significant milestone.
Jupiter, a decentralized exchange with perpetual functionality, stands at the forefront of innovation in the crypto space. By incorporating AI predictions into its platform, Jupiter can revolutionize the trading experience for users, offering enhanced insights and decision-making capabilities.
Benefits of AI Integration:
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Improved Trading Strategies: AI predictions can analyze market trends and patterns, providing users on Jupiter with valuable insights to optimize their trading strategies.
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Enhanced Risk Management: By leveraging AI forecasts, Jupiter users can make more informed decisions, mitigating risks and maximizing potential returns.
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Real-time Market Analysis: AI-powered predictions offer real-time market analysis, enabling users to stay ahead of market movements and capitalize on opportunities swiftly.
ZeroAI Product
Our Telegram bot and API is equipped to automatically send hourly predictions
Our daily prediction report and weekly report will automatically send by the bot.
What AI algorithm is ZeroAI using?
Core Technologies
- Long Short-Term Memory (LSTM) Networks:
These are a special kind of recurrent neural network (RNN) capable of learning long-term dependencies. In our project, LSTM is instrumental in understanding the time-series data of cryptocurrencies, allowing us to capture patterns over extended periods.
- Neural Prophet:
This is a cutting-edge forecasting tool that combines components from ARIMA (AutoRegressive Integrated Moving Average) models, Recurrent Neural Networks, and additional regressors. It provides an excellent balance between model simplicity and forecasting power, particularly for seasonal trends.
- Random Forests:
An ensemble learning method known for its robustness and versatility. We use it to predict cryptocurrency prices by analyzing a multitude of decision trees and determining the average prediction from various models, thus increasing the accuracy.
Methodology
The project operates in two main stages:
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Initial Prediction Models: Each technology (LSTM, Neural Prophet, and Random Forest) independently predicts daily and hourly cryptocurrency prices. These models are fine-tuned through extensive testing and hyperparameter optimization.
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Meta-Modeling Using Machine Learning: We then synthesize these individual predictions, comparing them with historical real-world data. The machine learning meta-model harmonizes these diverse predictions into a single, more accurate forecast.
ZeroAI’s AI algorithm code is completely open source. We encourage more individuals to join us in enhancing our computational models.
Team member
Our team consists of five members, with two core developers possessing a background in AI. While our team remains anonymous for the time being, we have chosen this approach to shift the focus onto our code and algorithm, and that’s why the code is fully open-sourced. By prioritizing the quality and integrity of our technology, we aim to demonstrate our commitment to delivering a robust and innovative product. Our decision to remain anonymous underscores our dedication to transparency through code scrutiny, allowing our work to speak for itself.
Vision of the project
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If ZeroAI were to succeed, it would bring a unique offering to the Web3 space by providing AI-driven price predictions for cryptocurrencies, enhancing the accuracy and efficiency of trading decisions for users. This could potentially revolutionize how investors and traders interact with the crypto market, leading to more informed and profitable decision-making processes.
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The biggest challenge or obstacle for ZeroAI as a project could be gaining widespread adoption and trust within the crypto community. Establishing credibility, building a strong user base, and continuously improving the accuracy of price predictions will be crucial in overcoming this challenge.
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Advice for another team launching a token in Web3 would be to focus on creating real value for users and building a strong community around the project. Transparency, communication, and delivering on promises are key factors in gaining trust and support from the community.
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Our future plan is driven by the vision to transform the current landscape, where price strategies are solely reliant on human input. By collaborating with leading centralized exchanges (CEX) and decentralized exchanges (DEX) to integrate AI price predictions, we aim to revolutionize how users approach cryptocurrency trading
Our partner:
CEX: Salavi exchange, CMC top 100
Salavi Exchange has integrated our API, and more CEXs are in discussion.
https://twitter.com/salaviexchange/status/1749719320698245467
What’s the Token function?
The tokens will function as a governance mechanism, enabling holders to actively participate in decision-making processes. This includes voting on which tokens should be added for prediction and selecting partners to utilize our API.
Expanding utility for users: In addition to enhancing trading strategies, our AI price predictions will extend beyond traditional trading activities. Users can leverage AI forecasts for various purposes, including:
- Perpetual Leverage: Empowering users to optimize leverage positions and manage risk more effectively based on AI-driven market predictions.
- Price Betting in Game Pools: Introducing a new dimension to cryptocurrency engagement, users can participate in price betting games utilizing AI forecasts for informed decision-making.
Additionally, all benefits generated by the AI algorithm will be fairly distributed among the entire community of token holders.
As a project focused on product development, we believe in launching our token at the right time rather than rushing it. Jupiter LFG is our chosen partner for collaboration. IT’S THE TIME!!!:fire!!! :
Appendix:
The ZEROAI token launch is on the horizon, and we’re open to discussions with prominent mainnet ecosystems. Contact us: Website: https://0AI.AI
Twitter: https://twitter.com/ZEROAI_Official
Telegram: Telegram: Contact @ZEROAI_channel
Telegram bot: Telegram: Contact @zero_aiBot
Github: ZEROAI · GitHub
Gitbook: https://docs.0ai.ai
Free API: API Documentation - 0AI.AI