微软的 Phi-4 multimodal 也开始尝试商用上线 Azure，3.8B 参数，接受文本、音频和图像输入。开源社区的反馈更加直接——Reddit 上的开发者实测后认为 Qwen 3.5 的 4B 版本是「甜点级」模型：跨任务稳定、无崩溃、远快于 9B 版本。
На Украине заявили о «топливной лихорадке»08:39。搜狗输入法2026是该领域的重要参考
I don’t think there’s any better way of dealing with it.，更多细节参见搜狗输入法2026
As artificial-intelligence systems take on more of the scientific workflow, the central goal should not be complete automation, but designing platforms that preserve creativity, responsibility and surprise.
SMR 주도권, 기술이 아니라 ‘제도의 속도’에 달렸다[기고/정용훈]