However, this fuel is at risk of depletion. To unlock the next wave of AI potential, Chainbase is building the Hyperdata Network, an infrastructure aimed at reshaping the data economy. Here’s why data is a key element and why the current changes are happening.
Core components of AI
The construction of AI relies on three fundamental pillars:
Model: The architecture defining how AI thinks.
Computation: The hardware capability required to run models.
Data: The input that trains and feeds intelligence.
Currently, models and computation have driven trillions of dollars in the market. However, as the most critical input, data remains undervalued, fragmented, and misunderstood.
The shift of AI bottlenecks
We are entering a new era:
Artificially generated data is limited.
The focus of competition is shifting to quality, not just quantity.
The AI bottleneck is now data, not chips.
Today, cutting-edge models are facing the limits of 'organic' data, and this limit will only decrease with increasing competition.
The quality of data is more important than quantity
Not all data holds the same value. What is scarce is not raw information, but verifiable, structured, and AI-usable data, especially data about human reasoning, behavior, and actions. In this regard, modern AI models face tremendous challenges.
Blockchain provides the highest concentration of human incentive-aligned behavioral data on the internet, including:
Real capital investment
Transparent wallets and actions
Traceable, composable digital behavior
Incentive-driven open ecosystem
However, these signals are deeply buried in billions of unstructured on-chain events.
Unlocking Chainbase's Hyperdata Network
Chainbase is building the Hyperdata Network to unlock these potentials. It is an open, permissionless system designed to transform decentralized on-chain signals into structured, verifiable, and AI-usable data. This is the infrastructure that AI needs.
Can be seen as an operating system for on-chain intelligence:
Manuscript: Open Data Model Standards
AVS: Supported by over 600,000 ETH
Chainbase DA: High throughput data availability
All of this is optimized for real-time composability.
New possibilities brought by Hyperdata
With the launch of Hyperdata, we can achieve:
Transaction agents that can adapt to collective attention
Autonomous decentralized applications (dApps) that learn from user behavior
Data pipelines that can directly connect to AI models, just like APIs
We call it the DataFi era, where data will become capital.
The rise of the data market
Data is no longer a byproduct but capital. On Chainbase, data will become:
Structured
Composable
Verifiable
Monetizable
Just as electricity is priced in kilowatts and computing power in FLOPS, data must also be scored, ranked, and priced. This is precisely what Chainbase can achieve. Data needs a market, and the market needs infrastructure. Next-generation AI-native applications require not only models or wallets but also trustless, programmable, and high-signal data.
We are working towards this.
About Chainbase
Chainbase is building the Hyperdata Network, laying the foundation for the DataFi era. We transform decentralized blockchains into structured, verifiable, and AI-usable data, enabling unpermissioned coordination among agents, applications, and humans. To date, we have processed over 500 billion data calls, have over 20,000 active developers, and more than 8,000 project integrations. Chainbase is driving a decentralized data economy where data becomes capital, both composable and monetizable, accessible to all.
