NOYA: Pioneering AI and ZKML-Driven Omnichain Yield Farming

ZKML and ai
NOYA: Pioneering AI and ZKML-Driven Omnichain Yield Farming

Yield farming has always been a challenging, time-consuming, and risky activity. The constant need for users to study the market to predict yields and quantify risks is no small task. Moreover, recent years have shown us that trust placed in centralized intermediaries often yield catastrophic results.

It’s our honor to present NOYA, our cutting-edge solution for omnichain yield farming.

AI and ZKML

NOYA integrates Artificial Intelligence (AI) to streamline and enhance yield farming across multiple chains, assets, and protocols. Leveraging Machine Learning (ML) models, NOYA predicts yields and creates proof of the output of these models using Zero Knowledge Machine Learning (ZKML). By requiring an on-chain proof that the model has operated correctly before liquidity moves, we reduce the trust assumptions typically placed on strategy managers.

Verifiable Backtesting and Private Models:

With ZKML, we can validate our backtesting results, strengthening user confidence in our system. Furthermore, the weights of our model remain hidden, preserving our competitive advantage and, in the future, safeguarding the proprietary edge of different model architects.

Omnichain using Bridge and Dex Aggregators:

NOYA works with Bridge and Dex aggregators to transfer and exchange assets across chains. This approach significantly reduces fees and enhances the safety of asset bridging. With the advent of native bridges for multiple stablecoins, such as CCTP and teleporters for USDC and DAI, bridging has become even safer and more affordable than ever before.

Tailored Risk:

NOYA is designed to be user-friendly, offering various risk parameters and options to optimize yield according to your risk preference. Imagine a safe Omnivault that operates across Ethereum, Optimism, and Arbitrum, uses Uniswap, Curve, and AAVE, and exclusively deals with USDC, DAI, and USDT. On the other hand, imagine a more risky vault covering ten chains, thirty protocols, and twenty stablecoins.

Our initial results are extremely promising, outperforming most, if not all, existing yield farming protocols.

Tokenized Model Deposits:

In our continuous quest for innovation, we’re set to become the first to create on-chain tokenized models that can be collateralized and leveraged. Our vision extends to incorporating different trading and application-specific models, like trustless Uniswap LPing using ZKML.

Vault Launched:

This is more than just theory or promise. We’ve launched a live vault on mainnet, optimizing stablecoin curve pairs across multiple chains.
Link: https://noya.ai/zkml

Whitelist:

We’re excited to announce the launch of our BETA whitelisting phase and we warmly welcome everyone to join us on this journey. To learn more about us and how you can get whitelisted, visit https://noya.ai/

Twitter: https://twitter.com/NetworkNoya
Discord: https://discord.gg/BGS5qX6fPj
Docs: https://docs.noya.ai/

source : https://medium.com/@noyanetwork/noya-pioneering-ai-and-zkml-driven-omnichain-yield-farming-ea2740d3b1fb


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