T/SZAI 001-2025 "Artificial Intelligence Plus" in the field of semiconductor manufacturing industry, and technical standards for artificial intelligence application technology

Scope

Main technical content: This standard applies to semiconductor manufacturing and the semiconductor manufacturing industry, requiring the application of artificial intelligence technology to optimize production processes and subsequently improve product and technology yields. The main content includes: (1) Data integration: including data collection, data annotation, data governance, and data quality requirements. (2) Model development and training: including model selection, data set preparation, training data preparation, feature engineering, model training, and model evaluation. (3) Deployment and integration of artificial intelligence systems: including system deployment, inference service deployment, and system integration. (4) Iteration and optimization: including data collection and feedback, performance evaluation and analysis, model optimization and adjustment, iterative updating and verification, and continuous monitoring and maintenance. (5) Security and reliability: including data security, model security, and system reliability.

Development Information

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