Investment Rating - The report suggests a focus on the AI industry chain and consumer electronics driven by AI demand and domestic substitution logic [5][11]. Core Insights - The DeepSeek series of large models is expected to lower AI training and inference costs, accelerating the adoption of edge AI applications and increasing demand for inference computing power [2][5]. - The training cost of DeepSeek-V3 is approximately 557.6million,whichisabout1/20ofGPT−4,highlightingtheimportanceofalgorithmoptimizationanddataefficiencyratherthansheercomputationalpower[3][31].−ThereportemphasizesthattheexpansionofAIapplicationswillincreasethescaleofinferencecomputingdemand,benefitingtheinferenceendandpotentiallyreducingrelianceonhigh−performancecomputinghardware[5][37].MarketReview−TheShenwanElectronicsIndustryIndexroseby6.14705 billion by 2025, driven by AI demand, with a significant increase in sales of high-bandwidth memory (HBM) [49].