Supercharged intents based Trading: AI + DeFi

[huihzhao]

Main Objectives

DeFi offers a wealth of trading opportunities, but monitoring positions and managing risks can be overwhelming, especially during market volatility. This project invites participants to develop innovative solutions that leverage autonomous AI agents to enhance DeFi trading and risk management.

Challenge Description:

The goal of this track is to create AI agents that can autonomously monitor positions, manage risks, and execute trades based on user-defined rules. These agents should also aim to reduce the risk of liquidity contract hacks and rug pulls by facilitating peer-to-peer trades, eliminating the need for traditional liquidity pools.

Potential Use Cases:

• Autonomous Trading: Develop agents that execute trades on behalf of users based on predefined parameters (e.g., maximum slippage). Utilize AI and predictive analytics to analyze on-chain data, predict token price movements, and automate trading decisions.
• Risk Management: Create solutions that analyze historical data to identify risk patterns and predict the likelihood of different types of risks. Implement AI-driven strategies to rebalance portfolios or provide recommendations for mitigating potential risks.
• Collateral Management: Enable DeFi projects to preemptively adjust collateralization ratios in over-collateralized lending protocols or stablecoin projects to maximize capital efficiency.

[bertrandbuild]

Hi @huihzhao 👋

I started to work on this track with my friend.

We created some high level prompts to request an onchain llm to make a decision: BUY/SELL/HOLD, depending on a graph.

We would like to automate this backtesting process + have some autonomous trading.

Here is a quick draft of the potential interface:

Some of the expected features:

• backtesting to verify a strategy (maybe only for admins)
• automated trading daily
• different strategies

A key feature would be to integrate greenfield to have a marketplace of custom strategies created by traders.

Some very nice to have:

• integrate thena to leverage bsc ecosysteme, however I couldn't find an api so I'm not sure if it's possible easily
• decentralize the key management, maybe with lit protocol but I'm open if you know an alternative
• integrate the app in dego since we absolutely love the design

We'd love to have your feedback on this 🙏

[mildfeng]

Hi, team

We have just launched a Web3 AI data annotation platform on the BNB testnet. This platform leverages decentralization to attract Web3 users to participate in contributing and solving AI data annotation issues, ultimately providing high-quality data sources for AI models.

But it is not a AI + defi project, I couldn't find a way to add on Imagination case, May I know that can our project join the BNB Chain Q3 Hackathon?

Main Features: (1) DataTalk: a. Primarily focuses on annotating data for large text models. In the first phase, we are working on text summarization annotation. By recording annotation tasks on the blockchain, we increase transparency, reduce intermediary layers, and boost annotators' earnings. b. Intelligent task distribution to manage the allocation and acceptance of tasks, addressing the inefficiencies of traditional task distribution. c. Implements a "Lab to Earn" scoring model, which scores users based on different annotation roles, effectively motivating users.

(2) DataEngine: A pre-annotation AI model that uses the annotated data from the DeData platform as training data, aiming to create an AI model specialized in annotation.

Website: https://www.dedata.io/ Docs: https://docs.dedata.io/

[stantonwong]

@huihzhao Does this apply to DeFi platforms on BNB that are partnering with different AI trading algorithms to create a marketplace?

[huihzhao]

@huihzhao Does this apply to DeFi platforms on BNB that are partnering with different AI trading algorithms to create a marketplace?

yes, could you share more details of your project? Thank you

[stantonwong]

@huihzhao

The project is Horizon Protocol (https://horizonprotocol.com/), a DeFi protocol with a perpetual futures exchange and a spot exchange with synthetic assets. As our protocol is based on synthetic assets, it also allows us to introduce RWAs onto our platform in the form of derivatives with the help of oracles.

We recently just launched our perpetual futures exchange on mainnet (https://horizonprotocol.medium.com/horizon-futures-goes-live-on-mainnet-join-the-action-3092830ddaff)

Late last year, we started working with Phoenix to incorporate the trading AI that they are building into our platform (https://horizonprotocol.medium.com/horizon-protocol-partners-with-phoenix-alphanet-to-create-the-first-ai-enabled-dex-1e5675662b5d).

With the futures exchange now launched, we have now begun putting our efforts into the AI integration and hope to have a testnet relatively soon.

[huihzhao]

SWARM - https://swarmnetwork.ai/
Swarm is a Telegram-native platform where users form 'swarms' to interact and make daily predictions, creating a dynamic entry into the crypto world. The collective data from these interactions feeds into AI predictive algorithms on the Swarm Collective Intelligence Network, turning human data into a valuable asset in cryptocurrency through accurate predictions.

How does it works？

Swarm's Deliberative Prediction Market is powered by the Swarm Collective Intelligence Network (CIN), representing a groundbreaking integration of community, deliberation, AI, blockchain, and prediction markets. This innovative approach maximizes the value of information through enhanced community engagement, gamification, and deliberative processes. By leveraging AI, Swarm creates a more intelligent and interactive prediction market, where the collective insights and predictions of participants are refined and optimized for greater accuracy and impact.

https://swarmnetwork.ai/blog/swarm-the-first-decentralized-deliberative-prediction-market-on-telegram