Insights on AI × Web3
Deep dives into 0G infrastructure, agent sovereignty, TEE-verified inference, and the agentic economy.
What Agent Sovereignty Actually Means on 0G
Most AI agents are just wallets with prompts. A truly sovereign agent has an on-chain identity that cannot be cloned by copying a private key. Here's how SmartChain Hub achieves this using 0G's Agent ID standard.
TEE-Verified AI Inference: Why It Matters for DeFi
When an AI agent optimizes your transaction, how do you know it wasn't manipulated? 0G Compute's TeeML mode runs inference inside a Trusted Execution Environment and signs the result cryptographically. Here's what that means in practice.
Building Persistent Agent Memory with 0G Storage KV
95% of AI agent projects store memory in localStorage or a centralized database. We show you how to use 0G Storage's KV layer to give your agent memory that survives browser resets, device switches, and even app rebuilds.
The Agentic Economy Flywheel: 3 On-Chain Interactions Per User Action
Every optimization on SmartChain Hub generates a storage upload, an Agent ID update, and a revenue event. We break down the economic flywheel that makes this sustainable and why it matters for Track 3 of the 0G APAC Hackathon.
Designing a Soulbound NFT for AI Agent Identity
SmartChainAgentID.sol stores your agent's model hash, memory Merkle root, and reputation score on-chain. It's non-transferable by design. Here's the architecture and why we chose this approach over a standard EOA wallet.
Training a 6-Feature TensorFlow Model for Transaction Optimization
Our local fallback model uses 6 features — amount, priority, congestion, time-of-day, and more — to predict optimal transaction routes. We walk through the architecture, training data generation, and why we chose this approach.
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