不同于中央“十五五”规划建议将扩大内需作为首要任务，南方周末记者注意到，优化现代化产业体系、推进产业转型升级，是不少省份的头等大事。
舒伯特的两套钢琴即兴曲是其晚期作品中的明珠。作品90第一首《c小调即兴曲》以一个强奏的持续音开场。强奏自有其重，但舒伯特的音乐从来不会止于重。他会在触底之后反弹，将音乐朝反重力的方向拉起，以同等的力道发出向上的气息。这样的拉扯，在他的晚期作品中并不罕见。
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}We render dozens of frames that nobody will ever see, just to keep Chrome's compositor from going stale.
Consider what happens at scale. A single bug in OpenSSL — Heartbleed — exposed the private communications of millions of users, survived two years of code review, and cost the industry hundreds of millions of dollars to remediate. That was one bug, introduced by one human, in one library. AI is now generating code at a thousand times the speed, across every layer of the software stack, and the defenses we relied on (code review, testing, manual inspection) are the same ones that missed Heartbleed for two years.