Chinese startup DeepSeek released preview versions of its latest major model update. This follows the company's market-disrupting run last year. The update targets improved efficiency and reasoning capabilities. Developers can now test these iterations to benchmark performance against existing LLMs. This move maintains the firm's aggressive release cycle in the competitive AI space.