Nvidia stock in the red today: what to expect at GTC

Core Insights - Nvidia's stock has recently experienced a decline after a period of significant gains, with broader US indices also showing mixed performance amid geopolitical tensions [1][1][1] Group 1: GTC Conference - The upcoming Nvidia GTC conference is anticipated to be a key event for investors, featuring a keynote from CEO Jensen Huang and updates on supply conditions for critical components [1][1][1] - Analysts expect discussions on how geopolitical issues, particularly the conflict involving Iran, may impact energy costs and demand from sovereign customers [1][1][1] - The most significant announcements are expected to focus on future chip architectures and product roadmaps [1][1][1] Group 2: AI Spending Trends - A notable trend in the AI industry is the shift from model training to inference, with spending on AI accelerators rising to approximately 88% last year, compared to just 13% in 2019 [1][1][1] - Nvidia has adapted its hardware strategy to meet the varied computing requirements of inference workloads, including licensing technology from Groq to develop language processing units (LPUs) [1][1][1] - Analysts anticipate Nvidia will elaborate on how LPUs can enhance its existing chip offerings and support various stages of AI processing [1][1][1] Group 3: Competition and Demand - Global demand for Nvidia's chips remains robust, with reports indicating that ByteDance is constructing AI infrastructure using Nvidia's Blackwell chips outside of China [1][1][1] - The project involves at least 500 Blackwell servers in Malaysia, totaling around 36,000 B200 chips, developed in collaboration with Aolani Cloud [1][1][1] - Due to US export restrictions, Chinese companies are seeking to establish data centers outside China to access Nvidia's advanced AI hardware [1][1][1]