➀ Siemens EDA在AI方面的深度，包括1400名AI专家和近4000项专利；
➁ 随着芯片复杂性的增加，行业预计到本世纪末将短缺27,000名专家设计师；
➂ Siemens利用三种类型的AI在验证领域：基于无监督学习的分析型AI、基于机器学习和统计分析的预测型AI，以及基于大型语言模型的生成/代理支持型AI。
Recent #AI-assisted design news in the semiconductor industry
➀ The article discusses the role of AI experts in advancing AI for design and verification.
➁ It highlights the potential of AI in revolutionizing productivity and the challenges it poses in terms of precision in engineering.
➂ The company AlphaDesign, founded by William Wang, is introduced, focusing on their solution ChipAgents™ which uses LLM agents for design and verification tasks.