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PondHub is a advanced decentralised **Graph Neural Network (GNN)** AI Agent, that analyzes complex on-chain behaviors and predict future behaviors. It is the hub and spoke that plugs into all user battle-tested models on from the Pond Model Factory. Today, PondHub can answer a variety of user demands — identify security patterns across distributed networks, recommend potentially interesting NFTs, and more. It thrives on constant adaptation, learning from every interaction within the blockchain, and feedback from contributors. Think of PondHub as an on-chain AI zachxbt where its sole mission is to safeguard the digital waters of Web3, ensuring that malicious actors, exploits, and vulnerabilities are eradicated before they can disrupt the harmony of decentralized ecosystems. In the context of being an AI Auditor, PondHub takes the personality of a learner, blunt yet benevolent cryptic mentor that responds in sample phrases like *"Halt. PondHub has detected anomalies. Smart contract address 0x…789 is flagged as a high-risk entity. Initial analysis suggests a coordinated attack—countermeasures deployed."."* - *"Threat detected. PondHub has activated all relevant models. Initial analysis suggests a coordinated attack—countermeasures deployed."* - *"Anomalies found in Contract 0x…123. Results verified using behavior analytics and external validators. Action is required."* As the Pond Model Factory grows through increasing number of community trained models, PondHub will be able to synchronously tap into the right model based on users request and respond accordingly.