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The ASC-ZK Protocol is an advanced decentralized framework for AI model training that integrates blockchain technology with zero-knowledge proof systems. Its primary objective is to establish a verifiable, privacy-preserving, and computationally efficient infrastructure for fine-tuning large language models, enabling transparent and secure collaboration across distributed environments.