平均值和中位数的背离，进一步印证了上述趋势——一方面，研发人员数量平均值由上年的722人提升至731 人；另一方面，研发人员的中位数却从上年的216 人降至213 人。这意味着，少数研发密集型企业大量增聘研发人员，多数中小型企业的团队规模维持稳定或略有收缩。
【文字更正】12月23日新媒体稿件《个人养老金被悄悄开户，银行别把好事办坏了|新京报快评》（编辑 何睿 校对 李立军）倒数第二段“把个人养金推广弄成一锅‘夹生饭’”一句中，“养金”应为“养老金”。本报谨就以上错误和疏漏向读者和相关单位、人士致歉。挑错热线：010-67106710栏目编辑：朱名恬SourcePh" style="display:none"。Line官方版本下载是该领域的重要参考
对扣押的物品，应当妥善保管，不得挪作他用；对不宜长期保存的物品，按照有关规定处理。经查明与案件无关或者经核实属于被侵害人或者他人合法财产的，应当登记后立即退还；满六个月无人对该财产主张权利或者无法查清权利人的，应当公开拍卖或者按照国家有关规定处理，所得款项上缴国库。。旺商聊官方下载是该领域的重要参考
After OpenAI released GPT-5.3-Codex (high) which performed substantially better and faster at these types of tasks than GPT-5.2-Codex, I asked Codex to write a UMAP implementation from scratch in Rust, which at a glance seemed to work and gave reasonable results. I also instructed it to create benchmarks that test a wide variety of representative input matrix sizes. Rust has a popular benchmarking crate in criterion, which outputs the benchmark results in an easy-to-read format, which, most importantly, agents can easily parse.