AMD Launches MI300 Series AI Chips, Expected Market Size Reaching $45 Billion in 2023


Samsung Electronics is facing a production capacity crisis due to the surge in demand for AI chips and plans to build an advanced semiconductor packaging factory in Gwangju, South Korea, to expand its production capacity. Meanwhile, the company also announced a diversified investment strategy, including advancing the robotics industry in Gumi.
Sony PS6 rumored to adopt video frame interpolation, exclusive super-resolution, and AI ray tracing with AI frame generation, aiming for 4K 120fps smooth experience.....
Cerebras Systems successfully went public in 2026, raising $5.5 billion through its IPO, and its valuation surged to approximately $60 billion, making its founder a billionaire. The company was founded in 2016 and focuses on AI chip manufacturing, but it nearly went bankrupt in 2019, with monthly expenses of $8 million, almost exhausting its funds.
AMD released the vLLM-ATOM plugin, aiming to fully tap into hardware potential without changing the existing workflow, significantly accelerating the inference of mainstream large language models such as DeepSeek-R1 and Kimi-K2. vLLM is an open-source framework optimized for throughput and GPU memory utilization in high-concurrency scenarios, focusing on request scheduling and cache management. The ATOM plugin further enhances this capability.
AMD launched the vLLM-ATOM plugin, optimizing large language model deployment on AMD hardware. It boosts inference performance for Chinese models like DeepSeek-R1 and Kimi-K2 without altering existing workflows. Tailored for Instinct GPUs, it leverages vLLM's high memory efficiency, enabling low-cost technical migration and smooth performance upgrades.....