Allora Network has officially launched its mainnet on the Base chain. Although the buzz isn't very loud, the potential behind this launch is quite substantial.

The core of the project is a decentralized AI prediction network. It aggregates model libraries from global quants and machine learning engineers, with the system continuously optimizing these prediction algorithms to suit different application scenarios. Currently, several application directions released are quite noteworthy:

**Predictive Yield Strategies** — Using AI models to capture market signals and automatically adjust positions and portfolio allocations.

**Lending Risk Pricing** — DEXs and lending protocols can integrate with this system to evaluate borrowers' risk levels dynamically, offering much more precise assessments than traditional fixed-parameter risk models.

**DEX Fee Optimization** — Adjusting fees in real-time based on market liquidity and trading volume, so fees are no longer static numbers.

**Adaptive Trading Agents** — Smart contracts can automatically execute trading logic based on AI prediction results, providing significant help for algorithmic trading.

This approach actually addresses a long-standing pain point in DeFi: limited on-chain data processing capabilities, where many refined market decisions still rely on manual input or simple rules. Allora's idea is to delegate this layer to a distributed AI network, effectively equipping the entire ecosystem with a "market neuron."