Closing thoughtsSo there you have it. Pike was a wonderful lesson on how OSM data works and the tooling ecosystem that surrounds it. I learned a valuable lesson of ditching heuristics for map problems - never again. I also, for the first time, wielded the power of a super chonky machine in the cloud. I've always wanted to just solve problems "locally" but in this case I simply didn't have the means. Using Claude to help guide me on how to spin up the instance and prepare it for the compute was so dang easy - I couldn't believe it. I couldn't believe I had spent HOURs running out of memory on my local machines before finally begging Claude for mercy.
Mattresses to Avoid
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长江商学院市场营销学副教授、MBA项目副院长李洋认为，未来1-2年将从核心产品重构、决策流程变革、商业模式创新三个层面重塑行业竞争格局。AI将从辅助工具升级为决策主体，推动决策权向AI操作系统转移，也将从流程辅助者变为新价值创造者，催生全新商业模式。当前通用场景已成红海，真正的蓝海存在于专业知识复杂、数据孤岛、成本极高的领域，其中研发类智能体与大健康领域的前景尤为广阔。企业落地AI需将其列为“一把手工程”，同步补齐数据、组织与生态能力。
第二阶段的移动办公同样如此，我们无法做到真正的“移动办公”，打工人用得更多的仍然是在笔记本电脑打开钉钉和飞书。