Core Viewpoint - AGM Group Holdings Inc. has signed a strategic Letter of Intent with MusicDog.ai to collaborate on integrating high-performance hardware with AI-driven music creation, marking a shift from traditional hardware manufacturing to a full-stack AI computing service provider [1][2]. Key Areas of Collaboration - **High-Performance Computing Infrastructure and Hosting**: AGMH will prioritize its ValleyVerse series of high-performance servers and all-flash storage systems for MusicDog.ai, aiming to meet the intensive requirements of generative AI workloads and improve model training costs and system efficiency [3]. - **Joint Development of Domain-Specific ASIC Solutions**: The collaboration will explore co-developing application-specific integrated circuits (ASICs) tailored for audio processing, targeting energy efficiency improvements over general-purpose GPUs in specific audio tasks [4]. - **Building a Web3 + AI Copyright Ecosystem**: The partnership will leverage AGMH's blockchain expertise to create blockchain-based solutions for copyright authentication and distribution of AI-generated music, fostering a decentralized digital content ecosystem [5]. Company Vision - The CEO of AGMH emphasized the company's goal to be a driving force behind AI innovation, highlighting the collaboration's potential to validate the performance of AGMH's server products and establish a closed-loop ecosystem of hardware and software [7][8].