Preface
In a recent interview session with Yukai Tu, the CTO at CARV, shared insights about the groundbreaking implementation of the D.A.T.A. Framework 2.0. The exclusive framework incorporates CARV ID and the advanced AI reasoning models of DeepSeek. The upgrade is poised to redefine the AI agents’ interaction with off-chain and on-chain data. The unique framework unveils token-led intelligence, economic self-awareness, and confirmable blockchain data into the decentralized networks.
Yukai Tu highlights the role of this upgrade in resolving the existing challenges regarding blockchain-based data management with efficient, verifiable, and secure decision-making led by AI. CARV CTO also discusses CARV ID’s integration for identity unification across chains. The interview explores these crucial endeavors of CARV to push adoption in the Web3 sector.
Questions:
Q. Can you briefly introduce D.A.T.A. Framework 2.0 of CARV, and its significance in AI-driven Web3 economies?
CARV’s D.A.T.A. Framework 2.0 is a big step for us as a company and AI as an industry. This is the first AI agent framework that transforms agents from passive assistants to active, intelligent web3 participants. By integrating verifiable on-chain data, DeepSeek’s cognitive reasoning, and token-driven intelligence, D.A.T.A. Framework enables AI agents to reason, transact, and autonomously manage digital assets.
For the first time, AI agents can execute economic decisions with full self-awareness, driving a new standard for AI-driven blockchain economies.
Q. As an important cross-chain identity unification layer, how does CARV ID enhance personalization, economic intelligence, and trust in AI interactions?
CARV ID (ERC-7231) unifies fragmented cross-chain identities under one tag and one name. By linking blockchain activity with platforms like Twitter, Discord, and Telegram, and asking users whether or not they want to share this information for compensation, AI agents can access comprehensive user insights while maintaining data sovereignty.
This integration powers hyper-personalized experiences, enables trust-based engagement models, and drives sustainable growth through monetized interactions – all while ensuring users maintain complete control over their digital footprint.
Unlike Web2 and large language models, we bring users into the value equation. CARV ID sets us apart by honoring user engagement and information in this coming wave of AI agents.
Q. According to you, what challenges are conventionally faced by AI systems in the case of blockchain data and what is their solution by D.A.T.A. 2.0?
It all comes down to data. Static or unverified data sources only give way to reactive responses. We need agents – whether dealing in market trading or personal assistance – to think ahead and engage proactively.
That’s what our framework unlocks – real-time data verification, cognitive architecture for self-validated reasoning, and token-driven intelligence for autonomous decisions. CARV’s D.A.T.A. 2.0 transforms static blockchain data into dynamic, actionable insights that power the kind of agents agents users expect and deserve.
Q. How does token-led intelligence enable AI agents to act independently with comprehensive self-awareness?
We’re bringing economic intelligence to agents and giving them genuine economic stakes in their decisions. Through wallet ownership and transaction capabilities, agents can create and manage digital assets based on verified trust metrics. This economic self-awareness, powered by Chain-of-Thought Processing and Multi-Stage Verification, enables agents to make autonomous decisions that optimize user value and ecosystem growth.
This ensures AI agents don’t just analyze blockchain data – they actively build economic models, manage capital, and drive ecosystem growth with newfound intelligence and autonomy.
Conclusion
In conclusion, D.A.T.A. Framework 2.0 of CARV marks a revolutionary evolution of AI solutions within Web3 systems. According to Yukai Tu, the CTO at CARV, D.A.T.A. framework integrates CARV ID and DeepSeek’s AI reasoning models which enables AI agents to achieve economic awareness while performing real-time data evaluation across different blockchain networks.
The new technology solves major blockchain data management issues by enabling secure effective and customized AI platform interactions. CARV strengthens AI autonomy by uniting on-chain and off-chain intelligence which enables the creation of an advancing Web3 future based on trust and user-first principles.
