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Alhamdulillah, yesterday I had the opportunity to attend a half-day discussion at TM 构建 regarding the GPU 服务器 and VPS 服务器 services provided by TM for the future use of AINNA NeuralOps.

The discussion covered both technical and commercial aspects, including several key areas such as LLM model selection, VPN connectivity between the VPS and LLM 服务器, operational costs, 系统 performance, and approaches to reduce infrastructure maintenance workload.

Several initial agreements were reached from both cost and technical perspectives, particularly in ensuring that the infrastructure to be developed will be more stable, secure, scalable, and suitable to support AI 系统 development and NeuralOps operations in a practical way.

This is an important step for AINNA in building an AI ecosystem that is not merely driven by hype, but one that can truly be used, controlled, and deliver real value to actual business operations.

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