AI Agents Are Hungry; Web3 Data Is a Mess : Why an AI-Ready Data Layer Is the...
AI agents are simple to describe and complex to serve: observe → decide → act → learn. Each loop depends on fresh, reliable, permissionless data. In Web2, you can rent this from a few platforms. In Web3, data lives across dozens of heterogeneous chains, node stacks, indexers, and off-chain oracles – each with its own quirks of latency, finality, semantics, and failure modes. The result: agents are hungry; the pantry is chaotic. Let’s understand the problem, public signals, and outline what an AI-ready data layer must look like to unlock the agentic economy for DeFi and beyond.....
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By practicing these tips, HODLers can ensure privacy in a financial data hungry world.
The last few years have experienced the rapid evolution of the internet and its application ranging from Web 1.0 to Web 2.0 and now Web 3.0. Web3 – the decentralized web – is the latest major iteration of the internet which promises to achieve a stable and secure decentralized network while offering a variety of innovative features. Since the inception of the world wide web in 1989, it has changed dramatically through the years. While Web 1.0 was read-only; Web 2.0 saw a significant shift towards user participation via centralized platforms such as Google, Facebook, Amazon,....
By design, new technologies come in waves that reinforce each other. Mobile, social, and cloud reshaped the last era. The next era looks like AI, crypto, and agents – where “architecture is destiny,” and user intent becomes the primary interface AI is Penetrating Web3, and its happening Fast As per DappRadar over last 18 months, […]
AI has long been associated with data processing at scale, but traditional AI solutions rely on centralized infrastructures that pose significant risks to security, confidentiality, and user autonomy. Privasea’s DeepSea Network introduces an alternative: AI agents that operate within a decentralized, confidential computing framework powered by Fully Homomorphic Encryption (FHE). AI Agents in the DeepSea […]