Imagine sitting inside a fully autonomous car with the windshield painted completely black—you can't see the road, nor the steering logic, and can only blindly trust. This is the most painful reality snapshot of the current global AI industry.

We feed questions into large models, and the models spit out answers. But what about the logical reasoning process hidden deep within the neural network parameters? Has the data been poisoned? Is there a hidden centralized intent manipulating the results? It’s always a black box.

Entering 2025, we are in an era of explosive growth for AIAgents. Thousands of AI agents begin managing assets and signing on-chain contracts. The trust crisis, which was once confined to academic discussions in labs, has suddenly burst into market reality. We urgently need a lock to pry open this black box.

Some say the answer is Kite—a hub protocol deeply integrated with Web3 and AI. But it’s not simply about moving models onto the chain to run once. What it truly aims to do is build a decentralized reasoning verification layer. To put it another way: traditional AI is like an alchemist locked in a secret chamber, mysterious and inscrutable; Kite, on the other hand, brings the entire alchemical process into the sunlight, with every step stamped with an immutable electronic seal.

The trump card in technology is verifiable computation. Specifically, it introduces a proof chain mechanism. Under the old architecture, verifying the output of a 70 billion parameter model? As difficult as climbing a mountain. But with this mechanism, verification becomes truly feasible.