AI Inference as the Next Step in AI Development

This technical report discusses the evolution of AI, particularly focusing on AI inference as a critical phase following the training of AI models. It outlines the significant investments made by technology companies in generative AI, which have primarily centered on developing and training AI models. The report emphasizes that AI inference is essential for applying these models to real-world workflows. It details the differences between AI training and inference, including aspects such as compute requirements, latency, scalability, and cost. Furthermore, the report highlights the expected growth of the AI inference market, projecting it to increase from an estimated $106 billion in 2025 to $255 billion by 2030. It also notes the anticipated demand for AI accelerators and memory solutions, which are crucial for both training and inference processes. The report concludes by identifying key companies involved in the development of AI technologies and the implications of these advancements for the industry.