统筹布局、有序建设算力设施，推进算力资源规模化、集约化、绿色化、普惠化发展。加快国家枢纽算力设施集群建设，支持有条件地区根据低时延场景需求适度发展算力，推进云边端协同发展。加强高性能高质量智算资源供给，论证建设超大规模智算集群。推进算力设施市场化建设运营，支持通过政府购买算力服务、算力租赁等多种方式满足算力需求，创新发展标准化可扩展的智算云服务。推动绿色电力与算力协同布局。加强全国一体化算力监测调度，提升算力接入和精准匹配能力。加快培育自主可控、协同运行的软硬件生态。提升算力普惠易用水平，降低中小企业用算成本。
The main lesson I learnt from working on these projects is that agents work best when you have approximate knowledge of many things with enough domain expertise to know what should and should not work. Opus 4.5 is good enough to let me finally do side projects where I know precisely what I want but not necessarily how to implement it. These specific projects aren’t the Next Big Thing™ that justifies the existence of an industry taking billions of dollars in venture capital, but they make my life better and since they are open-sourced, hopefully they make someone else’s life better. However, I still wanted to push agents to do more impactful things in an area that might be more worth it.
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