DeepSeek launched Flash-1017 this afternoon and opened its self-developed search and web crawling interfaces; Reflection released Beam weights, adding Apache 2.0 model selection for programming and long-range agents. On the creative side, Keling 4.0 fully opened 30-second video generation, and OpenAI expanded voice customization. On the research side, Claude optimized quantum circuits, and Google connected agents to wet labs. The capabilities and task costs of model pulse tracking, Beam initial evaluation, and the Muse open version were also discussed.