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.
通过一体化数据市场建设打破“数据孤岛”，为价值释放畅通通道。数据流通面临“信息孤岛”“平台壁垒”“区域分割”等多重障碍，大量数据沉淀在单一主体内部无法发挥效用。党的二十届三中全会《决定》提出“培育全国一体化技术和数据市场”。培育全国一体化数据市场是构建全国统一大市场的重要组成部分，也是打破数据孤岛、提高数据资源配置效率、激发市场活力和创新潜力、壮大数字经济规模、构筑国家竞争新优势的重要途径。通过市场规则、基础设施、治理体系等的一体化建设培育，有利于破除流通壁垒、筑牢流通交易信任基础、拓宽价值实现场景，让更多主体愿意参与数据流通，推动数据要素在更大范围、更高效率的配置中实现价值释放。
A Chinese official’s use of ChatGPT accidentally revealed a global intimidation operation。heLLoword翻译官方下载对此有专业解读
For multiple readers。关于这个话题，WPS官方版本下载提供了深入分析
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Наибольшее число дронов — 40 — было сбито над Республикой Крым. Еще 22 беспилотника ликвидировали в небе над Брянской областью, 16 — над Белгородской областью. Десять БПЛА уничтожено над акваторией Черного моря.，这一点在搜狗输入法2026中也有详细论述