关于 AI、气候科学与流式多模态模型的一些思考。Notes on AI, climate science and streaming multimodal models.https://jialiangz.github.io/writing/https://jialiangz.github.io/writing/posts/streaming-mllm-reasoning/https://jialiangz.github.io/writing/posts/streaming-mllm-reasoning/在视频理解这类流式任务上，模型如果必须等完整输入才能开始推理，就会失去实时性。这篇文章梳理我们在 Streaming CoT 上的几个观察。Sun, 18 Oct 2026 00:00:00 GMThttps://jialiangz.github.io/writing/posts/streaming-mllm-reasoning-en/https://jialiangz.github.io/writing/posts/streaming-mllm-reasoning-en/In streaming video understanding, a model that must wait for the full input before reasoning loses real-timeness. Here are a few observations from our work on Streaming CoT.Sun, 18 Oct 2026 00:00:00 GMThttps://jialiangz.github.io/writing/posts/sea-ice-daily-forecast/https://jialiangz.github.io/writing/posts/sea-ice-daily-forecast/做了一段时间的逐日海冰浓度预测后，我越来越确信：真正的瓶颈是数据对齐，而不是网络结构。Wed, 02 Sep 2026 00:00:00 GMThttps://jialiangz.github.io/writing/posts/a-site-for-writing/https://jialiangz.github.io/writing/posts/a-site-for-writing/Why I moved my notes out of a private notebook and into a static site: versioning, multilingual by default, and no lock-in.Fri, 21 Aug 2026 00:00:00 GMT