刚刚，Anthropic内部考题开源！年薪百万工程师，被AI秒了

\u003cdiv class=\"rich_media_content autoTypeSetting24psection\"\u003e\u003ch3 data-mpa-powered-by=\"yiban.io\" style=\"background-color: rgb(255, 255, 255); color: rgb(34, 34, 34); letter-spacing: 0.544px; outline: 0px; visibility: visible\"\u003e\u003csection data-id=\"88402\" data-tools=\"135编辑器\" style=\"line-height: 27.2px; outline: 0px; visibility: visible; widows: 1\"\u003e\u003csection data-id=\"88402\" data-tools=\"135编辑器\" style=\"letter-spacing: 0.544px; line-height: 27.2px; outline: 0px; visibility: visible\"\u003e\u003csection data-style=\"line-height: 1.8; text-align: justify; font-size: 15px; letter-spacing: 0px; color: rgb(117, 114, 114);white-space: normal;\" style=\"outline: 0px; visibility: visible\"\u003e\u003csection style=\"outline: 0px; visibility: visible\"\u003e\u003csection style=\"margin-bottom: 8px; text-align: center\"\u003e\u003cspan leaf=\"\"\u003e\u003c!--IMG_0--\u003e\u003c/span\u003e\u003c/section\u003e\u003c/section\u003e\u003c/section\u003e\u003c/section\u003e\u003c/section\u003e\u003c/h3\u003e\u003ch3 style=\"background-color: rgb(255, 255, 255); color: rgb(34, 34, 34); letter-spacing: 0.544px; outline: 0px; visibility: visible\"\u003e\u003csection data-id=\"88402\" data-tools=\"135编辑器\" style=\"line-height: 27.2px; outline: 0px; visibility: visible; widows: 1\"\u003e\u003csection data-id=\"88402\" data-tools=\"135编辑器\" style=\"letter-spacing: 0.544px; line-height: 27.2px; outline: 0px; visibility: visible\"\u003e\u003csection data-style=\"line-height: 1.8; text-align: justify; font-size: 15px; letter-spacing: 0px; color: rgb(117, 114, 114);white-space: normal;\" style=\"outline: 0px; visibility: visible\"\u003e\u003csection style=\"outline: 0px; visibility: visible\"\u003e\u003csection style=\"outline: 0px; visibility: visible\"\u003e\u003chr style=\"font-size: 17px; letter-spacing: 0.544px; outline: 0px; visibility: visible\"/\u003e\u003cp style=\"font-size: 17px; letter-spacing: 0.544px; line-height: 1.75em; margin-left: 8px; margin-right: 8px; margin-top: -1.2em; outline: 0px; visibility: visible\"\u003e\u003cspan leaf=\"\"\u003e\u003cbr/\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"font-size: 17px; letter-spacing: 0.544px; line-height: 1.75em; margin-left: 8px; margin-right: 8px; margin-top: -1.2em; outline: 0px; text-align: center; visibility: visible\"\u003e\u003cspan style=\"letter-spacing: 1px; outline: 0px; visibility: visible\"\u003e\u003cstrong style=\"font-size: 1em; outline: 0px; text-decoration: inherit; visibility: visible\"\u003e\u003cspan style=\"background-color: rgb(127, 127, 127); color: rgb(255, 255, 255); font-size: 18px; font-weight: inherit; line-height: 1.4; outline: 0px; text-decoration: inherit; visibility: visible\"\u003e\u003cspan leaf=\"\"\u003e  \u003c/span\u003e\u003c/span\u003e\u003c/strong\u003e\u003cstrong style=\"font-size: 1em; outline: 0px; text-decoration: inherit; visibility: visible\"\u003e\u003cspan style=\"background-color: rgb(127, 127, 127); color: rgb(255, 255, 255); font-size: 18px; font-weight: inherit; line-height: 1.4; outline: 0px; text-decoration: inherit; visibility: visible\"\u003e\u003cspan leaf=\"\"\u003e新智元报道  \u003c/span\u003e\u003c/span\u003e\u003c/strong\u003e\u003c/span\u003e\u003c/p\u003e\u003c/section\u003e\u003c/section\u003e\u003c/section\u003e\u003c/section\u003e\u003c/section\u003e\u003c/h3\u003e\u003csection style=\"background-color: rgb(255, 255, 255); color: rgb(34, 34, 34); letter-spacing: 0.544px; line-height: 1.75em; margin-bottom: 0px; margin-left: 8px; margin-right: 8px; min-height: 1em; outline: 0px; text-align: center; visibility: visible\"\u003e\u003cspan style=\"color: rgb(136, 136, 136); font-size: 12px; letter-spacing: 1px; outline: 0px; visibility: visible\"\u003e\u003cspan leaf=\"\"\u003e编辑：Aeneas 好困\u003c/span\u003e\u003c/span\u003e\u003c/section\u003e\u003csection powered-by=\"xiumi.us\" style=\"background-color: rgb(255, 255, 255); color: rgb(34, 34, 34); letter-spacing: 0.544px; margin-bottom: 0px; outline: 0px; visibility: visible\"\u003e\u003csection style=\"outline: 0px; visibility: visible\"\u003e\u003csection style=\"outline: 0px; visibility: visible\"\u003e\u003ch5 style=\"background-color: rgb(248, 248, 248); border-radius: 3px; color: rgb(0, 0, 0); font-size: 14px; letter-spacing: 0.544px; line-height: 1.75em; margin-left: 8px; margin-right: 8px; margin-top: 10px; outline: 0px; padding: 10px; visibility: visible; word-break: break-all !important; word-spacing: 1px !important\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px; outline: 0px; visibility: visible\"\u003e\u003cstrong style=\"outline: 0px; visibility: visible\"\u003e\u003cspan leaf=\"\"\u003e【新智元导读】\u003c/span\u003e\u003cspan leaf=\"\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e史上最强模型\u003c!--VERTICAL_CARD_BEGIN_0--\u003eClaude Opus 4.5\u003c!--VERTICAL_CARD_END_0--\u003e发布后，全面碾压了人类顶尖工程师，逼得Anthropic不得不被迫放弃招聘笔试！现在，内部考题已经全面开源了。\u003c/span\u003e\u003c/span\u003e\u003c/strong\u003e\u003c/span\u003e\u003c/h5\u003e\u003c/section\u003e\u003c/section\u003e\u003c/section\u003e\u003csection style=\"background-color: rgb(255, 255, 255); letter-spacing: 0.544px; line-height: 1.75em; margin-bottom: 0px; margin-left: 8px; margin-right: 8px; min-height: 1em; text-align: left\"\u003e\u003cspan style=\"letter-spacing: 1px\"\u003e\u003cspan leaf=\"\"\u003e\u003cbr/\u003e\u003c/span\u003e\u003c/span\u003e\u003c/section\u003e\u003cp data-pm-slice=\"0 0 []\" style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e就在刚刚，人类程序员最后的堡垒崩塌了。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e曾经，Anthropic为自己应聘者准备了一份出了名困难的考题，让他们在家完成。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e这份考题一直效果不错，直到Claude Opus 4.5的出现。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e有了这个史上最强模型的加持，人类应聘者轻松做出各种考题，因而这份考卷也就失效了。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e今天，因为无法再通过传统技术笔试筛选人才，Anthropic被迫开源了旧版试题，并且向全世界求助：有没有办法，让我们真正测试出人类的编程能力？\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003csection nodeleaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em; line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003c!--IMG_1--\u003e\u003c/section\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e作为告别，Anthropic选择将把最初版本的测试题发布，作为一个面向大众的公开挑战。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003csection nodeleaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em; line-height: 1.75em; margin-bottom: 0px; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003c!--IMG_2--\u003e\u003c/section\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: left\"\u003e\u003cspan data-mpa-action-id=\"mkqdbnsv19h5\" data-pm-slice=\"0 0 []\" leaf=\"\" mpa-font-style=\"mkqdbnsp1j7v\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 13px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"color: rgb(136, 136, 136); letter-spacing: 1px\" textstyle=\"\"\u003e地址：https://github.com/anthropics/original_performance_takehome\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e在这个测试题中，候选人需要逐步进行多核并行优化、\u003c!--VERTICAL_CARD_BEGIN_1--\u003eSIMD向量化\u003c!--VERTICAL_CARD_END_1--\u003e、\u003c!--VERTICAL_CARD_BEGIN_2--\u003eVLIW指令打包优化\u003c!--VERTICAL_CARD_END_2--\u003e，并用\u003c!--VERTICAL_CARD_BEGIN_3--\u003ePerfetto trace\u003c!--VERTICAL_CARD_END_3--\u003e做分析。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003csection data-mpa-action-id=\"mkqdcwmj1pl9\" data-mpa-template=\"t\" mpa-data-temp-power-by=\"yiban.io\" mpa-from-tpl=\"t\"\u003e\u003csection data-mpa-action-id=\"mbzwunl8sr6\" data-mpa-template=\"t\" mpa-data-temp-power-by=\"yiban.io\" mpa-from-tpl=\"t\"\u003e\u003csection mpa-from-tpl=\"t\" style=\"width: 100%\"\u003e\u003csection mpa-from-tpl=\"t\" style=\"width: 100%\"\u003e\u003csection mpa-from-tpl=\"t\" style=\"color: inherit; display: inline-block; overflow: hidden hidden\"\u003e\u003csection data-mpa-scroll-mark=\"0\" mpa-from-tpl=\"t\"\u003e\u003csection mpa-from-tpl=\"t\" nodeleaf=\"\" style=\"background-color: rgb(240, 240, 240); clear: both; margin-left: 8px; margin-right: 8px; min-height: 1em\"\u003e\u003c!--IMG_3--\u003e\u003c/section\u003e\u003c/section\u003e\u003c/section\u003e\u003cp style=\"color: rgb(170, 170, 170); font-size: 12px; line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: center\"\u003e\u003cspan data-mpa-action-id=\"mbzwv4cpcns\" data-pm-slice=\"0 0 []\" leaf=\"\" mpa-font-style=\"mbzwv4cj167y\" style=\"font-size: 13px\"\u003e\u003cspan style=\"color: rgb(136, 136, 136); letter-spacing: 1px\" textstyle=\"\"\u003e上下滑动查看\u003c/span\u003e\u003c/span\u003e\u003cspan leaf=\"\"\u003e\u003cbr/\u003e\u003c/span\u003e\u003c/p\u003e\u003c/section\u003e\u003c/section\u003e\u003c/section\u003e\u003c/section\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e他们依然相信：在无限时间下，最强人类依然能超越Claude的极限。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e同时他们强调：如果哪个人类能击败Claude Opus 4.5，请务必联系Anthropic！\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003csection style=\"margin-bottom: 0px; margin-top: 0px; text-align: center\"\u003e\u003cspan leaf=\"\"\u003e\u003cbr/\u003e\u003c/span\u003e\u003c/section\u003e\u003csection style=\"margin-bottom: 0px; margin-top: 0px; text-align: center\"\u003e\u003cspan leaf=\"\"\u003e\u003cimg class=\"rich_pages wxw-img\" data-aistatus=\"1\" data-imgfileid=\"505095291\" data-ratio=\"0.5267857142857143\" data-s=\"300,640\" data-src=\"https://inews.gtimg.com/om_bt/OFraKUfpfSuwUJmpAh2fJ2e6vslwrOx9b8wpZ1WfoiZRoAA/641\" data-type=\"png\" data-w=\"112\" src=\"https://inews.gtimg.com/om_bt/OFraKUfpfSuwUJmpAh2fJ2e6vslwrOx9b8wpZ1WfoiZRoAA/641\" style=\"height: 40px; width: 85px\" data-aigc-mark=\"0\"/\u003e\u003c/span\u003e\u003c/section\u003e\u003csection style=\"line-height: 1.75em; margin-bottom: 0px; margin-top: 8px; text-align: center\"\u003e\u003cspan style=\"color: rgb(0, 0, 0); font-size: 19px; letter-spacing: 1px\"\u003e\u003cstrong\u003e\u003cspan leaf=\"\"\u003e刚刚，Claude Opus 4.5把我们的笔试题秒了\u003c/span\u003e\u003c/strong\u003e\u003c/span\u003e\u003c/section\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; margin-top: 24px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e在AI时代，究竟该如何进行软件工程师的面试？\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003eAnthropic在这篇博客里，进行了细致的探索。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003csection nodeleaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em; line-height: 1.75em; margin-bottom: 0px; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003c!--IMG_5--\u003e\u003c/section\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: left\"\u003e\u003cspan data-mpa-action-id=\"mkqddtjr1o4v\" data-pm-slice=\"0 0 []\" leaf=\"\" mpa-font-style=\"mkqddtjj6j6\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 13px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"color: rgb(136, 136, 136); letter-spacing: 1px\" textstyle=\"\"\u003e博客地址：https://www.anthropic.com/engineering/AI-resistant-technical-evaluations\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e要知道，曾经Anthropic有一套完美的筛选考题。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e可随着AI能力的指数级提升，今天还能完美区分菜鸟和大神的试题，明天就可能被新模型秒杀，这套考题就瞬间失去意义了！\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e比如，自2024年初，他们的性能工程团队一直在用下面这套题：要求候选人为一个模拟加速器优化代码。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e这套题在1000多名面试者中，筛出了几十个最顶尖的工程师。正是这些人，点亮了Anthropic的\u003c!--VERTICAL_CARD_BEGIN_4--\u003eTrainium集群\u003c!--VERTICAL_CARD_END_4--\u003e，发布了从Claude 3 Opus至今的每一个模型。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e结果，每个新版本的Claude，都在让这套题失效！\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e同样的时间里，Claude Opus 4已经优于大多数人类申请者，Anthropic勉强还能筛出最强的人类。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e结果Claude Opus 4.5的横空出世，直接追平了最强人类天花板！\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e如果给无限的时间，人类或许还能险胜，但在面试时间限制下，已经根本无法区分谁是顶尖候选人，谁是最强模型了。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e为此，Anthropic已经把这套题迭代了三个版本，甚至越来越「剑走偏锋」。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003csection style=\"margin-bottom: 0px\"\u003e\u003cp style=\"line-height: 1.75em; margin: 0px 8px 8px\"\u003e\u003cstrong style=\"font-size: var(--articleFontsize); letter-spacing: 0.578px\"\u003e\u003cspan leaf=\"\"\u003e\u003cimg class=\"rich_pages wxw-img\" data-aistatus=\"1\" data-imgfileid=\"505100592\" data-ratio=\"0.25\" data-s=\"300,640\" data-src=\"https://inews.gtimg.com/om_bt/ORqmDUGme_4QKR_gUQVeFfcI3cuzkhbNiUnmOSrkTRcqsAA/641\" data-type=\"png\" data-w=\"292\" src=\"https://inews.gtimg.com/om_bt/ORqmDUGme_4QKR_gUQVeFfcI3cuzkhbNiUnmOSrkTRcqsAA/641\" style=\"height: 20px; width: 81px\" type=\"block\" data-aigc-mark=\"0\"/\u003e\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\u003c/section\u003e\u003csection style=\"line-height: 1.75em; margin-bottom: 0px; margin-left: 8px; margin-right: 8px\"\u003e\u003cspan style=\"letter-spacing: 1px\"\u003e\u003cstrong\u003e\u003cspan leaf=\"\"\u003e这套测试的诞生\u003c/span\u003e\u003c/strong\u003e\u003c/span\u003e\u003c/section\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; margin-top: 24px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e2023年11月，Anthropic正准备发布Claude Opus 3。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e新的TPU和GPU集群就位，大Trainium集群即将上线，公司在算力上的投入是过去的数倍，但性能工程师却严重紧缺。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e为此，Anthropic公司绩效优化团队负责人Tristan Hume在Twitter上发帖求贤，虽然收到了大量简历，但标准的面试流程太耗时了。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003csection nodeleaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em; line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003c!--IMG_7--\u003e\u003c/section\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e于是，他花了两个星期设计了一个Take-home测试，从而精准识别出真正硬核的候选人。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003csection style=\"margin-bottom: 0px\"\u003e\u003cp style=\"line-height: 1.75em; margin: 0px 8px 8px\"\u003e\u003cstrong style=\"font-size: var(--articleFontsize); letter-spacing: 0.578px\"\u003e\u003cspan leaf=\"\"\u003e\u003cimg class=\"rich_pages wxw-img\" data-aistatus=\"1\" data-imgfileid=\"505100592\" data-ratio=\"0.25\" data-s=\"300,640\" data-src=\"https://inews.gtimg.com/om_bt/ORqmDUGme_4QKR_gUQVeFfcI3cuzkhbNiUnmOSrkTRcqsAA/641\" data-type=\"png\" data-w=\"292\" src=\"https://inews.gtimg.com/om_bt/ORqmDUGme_4QKR_gUQVeFfcI3cuzkhbNiUnmOSrkTRcqsAA/641\" style=\"height: 20px; width: 81px\" type=\"block\" data-aigc-mark=\"0\"/\u003e\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\u003c/section\u003e\u003csection style=\"line-height: 1.75em; margin-bottom: 0px; margin-left: 8px; margin-right: 8px\"\u003e\u003cspan style=\"letter-spacing: 1px\"\u003e\u003cstrong\u003e\u003cspan leaf=\"\"\u003e设计初衷\u003c/span\u003e\u003c/strong\u003e\u003c/span\u003e\u003c/section\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; margin-top: 24px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e为了做出一个好玩的、能让候选人兴奋的东西，并且能以「高分辨率」扫描他们的技术实力，Tristan Hume做了精心设计。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e相比现场面试，这种形式在评估性能工程技能上更有优势：\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cul class=\"list-paddingleft-1\" style=\"margin-left: 8px; margin-right: 8px\"\u003e\u003cli\u003e\u003cp style=\"line-height: 1.75em; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e时间更充裕：4小时（后改为2小时）的窗口比50分钟的面试更能反映真实工作状态。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp style=\"line-height: 1.75em; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e环境更真实：没有面试官盯着，候选人在自己的编辑器里干活，零干扰。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp style=\"line-height: 1.75em; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e深度考察：性能优化需要理解系统、造工具，这在短面试里很难体现。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp style=\"line-height: 1.75em; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e兼容AI辅助：明确允许使用AI。因为对于长线难题，AI很难直接给出完美解。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003c/li\u003e\u003c!--MID_AD_0--\u003e\u003c!--EOP_0--\u003e\u003c/ul\u003e\u003c!--PARAGRAPH_0--\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; margin-top: 24px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e另外，Tristan还构建了一个Python模拟器，模拟了一个具有TPU特征的假加速器。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e候选人需要优化在这台机器上运行的代码，并通过一个支持热重载的Perfetto trace来观察执行过程，该trace会展示每一条指令，效果类似公司在Trainium上使用的工具链。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003csection nodeleaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em; line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003c!--IMG_9--\u003e\u003c/section\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e这台模拟机器包含了一些让加速器优化变得很有挑战性的特性，包括：\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cul class=\"list-paddingleft-1\" style=\"margin-left: 8px; margin-right: 8px\"\u003e\u003cli\u003e\u003cp style=\"line-height: 1.75em; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e手动管理的scratchpad内存（不同于CPU，加速器通常需要显式进行内存管理）\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp style=\"line-height: 1.75em; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003eVLIW架构（每个周期可以并行运行多个执行单元，需要高效地进行指令打包）\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp style=\"line-height: 1.75em; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003eSIMD（一条指令同时对多个数据元素进行向量化运算）\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp style=\"line-height: 1.75em; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e多核架构（需要将工作负载合理地分配到多个核心上）\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003c/li\u003e\u003c!--MID_AD_1--\u003e\u003c!--EOP_1--\u003e\u003c/ul\u003e\u003c!--PARAGRAPH_1--\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; margin-top: 24px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e这些硬核要素，都让底层优化变得更有趣。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003csection nodeleaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em; line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003c!--IMG_10--\u003e\u003c/section\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e这个任务是一个并行的树遍历问题，刻意设计成不带深度学习背景的形式，因为大多数性能工程师并没有做过深度学习工作，具体知识可以在入职后再学习。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e该问题的灵感来自于无分支的SIMD决策树推理——这是一个经典的机器学习优化挑战。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e候选人一开始拿到的是一个完全串行的实现，需要逐步挖掘并利用这台机器的并行能力。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003csection style=\"margin-bottom: 0px\"\u003e\u003cp style=\"line-height: 1.75em; margin: 0px 8px 8px\"\u003e\u003cstrong style=\"font-size: var(--articleFontsize); letter-spacing: 0.578px\"\u003e\u003cspan leaf=\"\"\u003e\u003cimg class=\"rich_pages wxw-img\" data-aistatus=\"1\" data-imgfileid=\"505100592\" data-ratio=\"0.25\" data-s=\"300,640\" data-src=\"https://inews.gtimg.com/om_bt/ORqmDUGme_4QKR_gUQVeFfcI3cuzkhbNiUnmOSrkTRcqsAA/641\" data-type=\"png\" data-w=\"292\" src=\"https://inews.gtimg.com/om_bt/ORqmDUGme_4QKR_gUQVeFfcI3cuzkhbNiUnmOSrkTRcqsAA/641\" style=\"height: 20px; width: 81px\" type=\"block\" data-aigc-mark=\"0\"/\u003e\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\u003c/section\u003e\u003csection style=\"line-height: 1.75em; margin-bottom: 0px; margin-left: 8px; margin-right: 8px\"\u003e\u003cspan style=\"letter-spacing: 1px\"\u003e\u003cstrong\u003e\u003cspan leaf=\"\"\u003e早期战果：它曾完美工作\u003c/span\u003e\u003c/strong\u003e\u003c/span\u003e\u003c/section\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; margin-top: 24px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e最初的效果非常好。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e一位得分遥遥领先的候选人入职后，立即开始优化算子，并解决了一个阻碍发布的编译器Bug。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e在之后的一年半里，这套题帮忙组建了核心团队，甚至发掘了几位本科刚毕业但实力超群的天才。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e许多候选人甚至因为觉得太好玩，在超时后还在继续优化。最强的一份提交，甚至包含了一个完整的迷你优化编译器。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003csection style=\"margin-bottom: 0px\"\u003e\u003cp style=\"line-height: 1.75em; margin: 0px 8px 8px\"\u003e\u003cstrong style=\"font-size: var(--articleFontsize); letter-spacing: 0.578px\"\u003e\u003cspan leaf=\"\"\u003e\u003cimg class=\"rich_pages wxw-img\" data-aistatus=\"1\" data-imgfileid=\"505100592\" data-ratio=\"0.25\" data-s=\"300,640\" data-src=\"https://inews.gtimg.com/om_bt/ORqmDUGme_4QKR_gUQVeFfcI3cuzkhbNiUnmOSrkTRcqsAA/641\" data-type=\"png\" data-w=\"292\" src=\"https://inews.gtimg.com/om_bt/ORqmDUGme_4QKR_gUQVeFfcI3cuzkhbNiUnmOSrkTRcqsAA/641\" style=\"height: 20px; width: 81px\" type=\"block\" data-aigc-mark=\"0\"/\u003e\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\u003c/section\u003e\u003csection style=\"line-height: 1.75em; margin-bottom: 0px; margin-left: 8px; margin-right: 8px\"\u003e\u003cspan style=\"letter-spacing: 1px\"\u003e\u003cstrong\u003e\u003cspan leaf=\"\"\u003e第一轮崩溃：Claude Opus 4进场\u003c/span\u003e\u003c/strong\u003e\u003c/span\u003e\u003c/section\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; margin-top: 24px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e到了25年5月，Claude 3.7 Sonnet已经进化到让一半的候选人只要把题丢给它，就能拿高分。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e随后，Tristan用Claude Opus 4的预发布版本试了一下。结果令人绝望：在4小时内，它的代码比几乎所有人类都要好。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e这并非他第一次被Claude击败。早在2023年，Claude 3 Opus和3.5 Sonnet就先后攻破了他们精心准备的现场面试题。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e对于这次崩溃，Tristan做了紧急修复：既然问题深度不够，那就加码。他重写了启动代码，增加了机器特性的复杂度，并把时间缩短到2小时。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e第二版侧重考察巧妙的优化洞察力，而非单纯的代码量。这招奏效了——但是，也只撑了几个月而已。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003csection style=\"margin-bottom: 0px\"\u003e\u003cp style=\"line-height: 1.75em; margin: 0px 8px 8px\"\u003e\u003cstrong style=\"font-size: var(--articleFontsize); letter-spacing: 0.578px\"\u003e\u003cspan leaf=\"\"\u003e\u003cimg class=\"rich_pages wxw-img\" data-aistatus=\"1\" data-imgfileid=\"505100592\" data-ratio=\"0.25\" data-s=\"300,640\" data-src=\"https://inews.gtimg.com/om_bt/ORqmDUGme_4QKR_gUQVeFfcI3cuzkhbNiUnmOSrkTRcqsAA/641\" data-type=\"png\" data-w=\"292\" src=\"https://inews.gtimg.com/om_bt/ORqmDUGme_4QKR_gUQVeFfcI3cuzkhbNiUnmOSrkTRcqsAA/641\" style=\"height: 20px; width: 81px\" type=\"block\" data-aigc-mark=\"0\"/\u003e\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\u003c/section\u003e\u003csection style=\"line-height: 1.75em; margin-bottom: 0px; margin-left: 8px; margin-right: 8px\"\u003e\u003cspan style=\"letter-spacing: 1px\"\u003e\u003cstrong\u003e\u003cspan leaf=\"\"\u003e第二轮崩溃：Claude Opus 4.5的降维打击\u003c/span\u003e\u003c/strong\u003e\u003c/span\u003e\u003c/section\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; margin-top: 24px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e后来，当Tristan拿到Claude Opus 4.5的预发布版本时，他眼睁睁看着Claude Code跑了2小时。它像个老练的工程师，先解决了初始瓶颈，搞定了所有常规微优化。\u003c/span\u003e\u003c/span\u003e\u003c!--MID_AD_2--\u003e\u003c!--EOP_2--\u003e\u003c/p\u003e\u003c!--PARAGRAPH_2--\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e然后它卡住了，遇到了一个看似不可逾越的内存带宽瓶颈——大多数人类也卡在这里。但当它提示「理论极限」时，它思考片刻，竟然找到了那个只有极少数人类能发现的巧妙技巧。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e最终，它的得分与人类历史最高纪录持平（而那个人类考生还是在重度依赖 Claude 4 的情况下完成的）。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003csection nodeleaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em; line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003c!--IMG_14--\u003e\u003c/section\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e更可怕的是，Anthropic在内部的「测试时计算」框架中验证发现，它不仅能在2小时内击败人类，甚至随着思考时间的增加，分数还在不断上涨。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e大麻烦来了：即将发布的模型，将彻底摧毁公司招聘这个模型开发者的测试题。所以，他们只能采用这个策略——把工作直接外包给Claude Code。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003csection style=\"margin-bottom: 0px\"\u003e\u003cp style=\"line-height: 1.75em; margin: 0px 8px 8px\"\u003e\u003cstrong style=\"font-size: var(--articleFontsize); letter-spacing: 0.578px\"\u003e\u003cspan leaf=\"\"\u003e\u003cimg class=\"rich_pages wxw-img\" data-aistatus=\"1\" data-imgfileid=\"505100592\" data-ratio=\"0.25\" data-s=\"300,640\" data-src=\"https://inews.gtimg.com/om_bt/ORqmDUGme_4QKR_gUQVeFfcI3cuzkhbNiUnmOSrkTRcqsAA/641\" data-type=\"png\" data-w=\"292\" src=\"https://inews.gtimg.com/om_bt/ORqmDUGme_4QKR_gUQVeFfcI3cuzkhbNiUnmOSrkTRcqsAA/641\" style=\"height: 20px; width: 81px\" type=\"block\" data-aigc-mark=\"0\"/\u003e\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\u003c/section\u003e\u003csection style=\"line-height: 1.75em; margin-bottom: 0px; margin-left: 8px; margin-right: 8px\"\u003e\u003cspan style=\"letter-spacing: 1px\"\u003e\u003cstrong\u003e\u003cspan leaf=\"\"\u003e艰难的抉择\u003c/span\u003e\u003c/strong\u003e\u003c/span\u003e\u003c/section\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; margin-top: 24px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e有人建议禁止AI，但Tristan并未采纳。因为在真实工作中，人类就是需要和 AI协作。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e也有人建议提高及格线，但这会导致候选人沦为AI的看客，甚至因跟不上AI的思路而不知所措。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e性能工程师的真实工作其实更多是艰难的调试、系统设计、分析，以及让AI生成的代码更优雅。这些很难通过客观测试来考察。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e到底该怎样设计一个「像真实工作」的面试题？这个任务从未如此艰难。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003ch3 style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; font-weight: bold; letter-spacing: 1px\" textstyle=\"\"\u003e尝试1：换个题型？被秒杀\u003c/span\u003e\u003c/span\u003e\u003c/h3\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; margin-top: 24px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e首先，Tristan试图设计一个更难的内核优化问题：2D TPU寄存器上的高效数据转置，且要避免Bank冲突。这是一个非常棘手的真实难题。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003csection nodeleaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em; line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003c!--IMG_16--\u003e\u003c/section\u003e\u003csection nodeleaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em; line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003c!--IMG_17--\u003e\u003c/section\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e然而，Claude Opus 4.5发现了一个他都没想到的绝佳优化路径：它重写了整个计算过程，直接绕过了转置的难点。即便他修补了漏洞，Claude Code配合深度思考（Ultrathink）功能，依然能找出修复Bank冲突的技巧。\u003c/span\u003e\u003c/span\u003e\u003c!--MID_AD_3--\u003e\u003c!--EOP_3--\u003e\u003c/p\u003e\u003c!--PARAGRAPH_3--\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e这让他意识到，这类问题在已有代码库中太常见，Claude已经拥有了海量的训练数据「经验」。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003ch3 style=\"line-height: 1.75em; margin-bottom: 24px; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"color: rgb(255, 104, 39); font-size: 15px; font-weight: bold; letter-spacing: 1px\" textstyle=\"\"\u003e尝试2：变得更古怪\u003c/span\u003e\u003c/span\u003e\u003c/h3\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e既然「真实」行不通，他只能追求「\u003c!--VERTICAL_CARD_BEGIN_5--\u003e分布外（Out of distribution）\u003c!--VERTICAL_CARD_END_5--\u003e」——即AI没见过的数据。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e他想到了\u003c!--VERTICAL_CARD_BEGIN_6--\u003eZachtronics\u003c!--VERTICAL_CARD_END_6--\u003e的编程解谜游戏。这类游戏使用极度受限的指令集，迫使你用非传统方式编程。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003csection nodeleaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em; line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003c!--IMG_18--\u003e\u003c/section\u003e\u003csection nodeleaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em; line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003c!--IMG_19--\u003e\u003c/section\u003e\u003csection nodeleaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em; line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003c!--IMG_20--\u003e\u003c/section\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e于是，他设计了一套全新的测试：使用微小且极度受限的指令集，目标是指令数最小化。没有可视化工具，没有调试器——候选人必须自己造工具（比如让AI生成调试器）。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e他把这套题丢给Claude Opus 4.5，它终于失败了。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e这套新题效果不错，分数与候选人的实际能力高度相关。但Tristan心中仍有遗憾：他们放弃了原版试题的「真实感」和「多样性深度」。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e但这或许就是代价。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e「真实感」已经成为了奢侈品。原版试题之所以有效，因为它像以前的工作；现在的试题之所以有效，因为它模拟了一个全新的、AI尚未涉足的领域。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003csection style=\"margin-bottom: 0px; margin-top: 0px; text-align: center\"\u003e\u003cspan leaf=\"\"\u003e\u003cbr/\u003e\u003c/span\u003e\u003c/section\u003e\u003csection style=\"margin-bottom: 0px; margin-top: 0px; text-align: center\"\u003e\u003cspan leaf=\"\"\u003e\u003cimg class=\"rich_pages wxw-img\" data-aistatus=\"1\" data-imgfileid=\"505095291\" data-ratio=\"0.5267857142857143\" data-s=\"300,640\" data-src=\"https://inews.gtimg.com/om_bt/OFraKUfpfSuwUJmpAh2fJ2e6vslwrOx9b8wpZ1WfoiZRoAA/641\" data-type=\"png\" data-w=\"112\" src=\"https://inews.gtimg.com/om_bt/OFraKUfpfSuwUJmpAh2fJ2e6vslwrOx9b8wpZ1WfoiZRoAA/641\" style=\"height: 40px; width: 85px\" data-aigc-mark=\"0\"/\u003e\u003c/span\u003e\u003c/section\u003e\u003csection style=\"line-height: 1.75em; margin-bottom: 0px; margin-top: 8px; text-align: center\"\u003e\u003cspan style=\"color: rgb(0, 0, 0); font-size: 19px; letter-spacing: 1px\"\u003e\u003cstrong\u003e\u003cspan leaf=\"\"\u003e公开向人类挑战：原版测试题开源！\u003c/span\u003e\u003c/strong\u003e\u003c/span\u003e\u003c/section\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; margin-top: 24px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e最终，Anthropic宣布：将原版测试题开源。虽然Claude很强，但在无限时间下，人类专家的极限仍高于AI。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003csection nodeleaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em; line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003c!--IMG_22--\u003e\u003c/section\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e目前，Claude的战绩如下（周期数越低越好）：\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cul class=\"list-paddingleft-1\" style=\"margin-left: 8px; margin-right: 8px\"\u003e\u003cli\u003e\u003cp style=\"line-height: 1.75em; text-align: justify\"\u003e\u003cstrong\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e2164\u003c/span\u003e\u003c/span\u003e\u003c/strong\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e：Claude Opus 4\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp style=\"line-height: 1.75em; text-align: justify\"\u003e\u003cstrong\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e1790\u003c/span\u003e\u003c/span\u003e\u003c/strong\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e：Claude Opus 4.5（随手一跑）\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp style=\"line-height: 1.75em; text-align: justify\"\u003e\u003cstrong\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e1487\u003c/span\u003e\u003c/span\u003e\u003c/strong\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e：Claude Opus 4.5（11.5小时超长思考后）\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp style=\"line-height: 1.75em; text-align: justify\"\u003e\u003cstrong\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e1363\u003c/span\u003e\u003c/span\u003e\u003c/strong\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e：Claude Opus 4.5（改进框架后）\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003c/li\u003e\u003c!--MID_AD_4--\u003e\u003c!--EOP_4--\u003e\u003c/ul\u003e\u003c!--PARAGRAPH_4--\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; margin-top: 24px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003eTristan表示：如果你能优化到\u003c/span\u003e\u003c/span\u003e\u003cstrong\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; font-weight: bold; letter-spacing: 1px\" textstyle=\"\"\u003e1487周期以下\u003c/span\u003e\u003c/span\u003e\u003c/strong\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e，击败Claude的最佳表现，请一定联系他们！\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"line-height: 1.75em; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-weight: normal; letter-spacing: 0.034em\"\u003e\u003cspan style=\"font-size: 15px; letter-spacing: 1px\" textstyle=\"\"\u003e同时，他也欢迎大家通过常规流程申请，体验一下人类要靠多久才能被攻破的「防Claude」新考题。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003csection style=\"background-color: rgb(255, 255, 255); letter-spacing: 0.544px; line-height: 1.75em; margin-bottom: 0px; margin-left: 8px; margin-right: 8px; min-height: 1em; text-align: left\"\u003e\u003cspan style=\"color: rgb(136, 136, 136); font-size: 14px; letter-spacing: 1px\"\u003e\u003cspan leaf=\"\"\u003e参考资料：\u003c/span\u003e\u003csection\u003e\u003cspan leaf=\"\" style=\"color: rgb(136, 136, 136); font-size: 14px; letter-spacing: 1px\"\u003ehttps://www.anthropic.com/engineering/AI-resistant-technical-evaluations\u003c/span\u003e\u003c/section\u003e\u003c/span\u003e\u003c/section\u003e\u003cstyle\u003e.data_color_scheme_dark{--weui-BTN-ACTIVE-MASK: rgba(255, 255, 255, .2)}.data_color_scheme_dark{--weui-BTN-DEFAULT-ACTIVE-BG: rgba(255, 255, 255, .126)}.data_color_scheme_dark{--weui-DIALOG-LINE-COLOR: rgba(255, 255, 255, .1)}.data_color_scheme_dark{--weui-BG-COLOR-ACTIVE: #373737}.data_color_scheme_dark{--weui-BG-6: rgba(255, 255, 255, .1);--weui-ACTIVE-MASK: rgba(255, 255, 255, .1)}.data_color_scheme_dark{--weui-BG-0: #111;--weui-BG-1: #1e1e1e;--weui-BG-5: #2c2c2c;--weui-BLUE-100: #10aeff;--weui-BLUE-120: #0c8bcc;--weui-BLUE-170: #04344d;--weui-BLUE-80: #3fbeff;--weui-BLUE-90: #28b6ff;--weui-BLUE-BG-100: #48a6e2;--weui-BLUE-BG-110: #4095cb;--weui-BLUE-BG-130: #32749e;--weui-BLUE-BG-90: #5aafe4;--weui-BRAND-100: #07c160;--weui-BRAND-120: #059a4c;--weui-BRAND-170: #023a1c;--weui-BRAND-80: #38cd7f;--weui-BRAND-90: #20c770;--weui-BRAND-BG-100: #2aae67;--weui-BRAND-BG-110: #259c5c;--weui-BRAND-BG-130: #1d7a48;--weui-BRAND-BG-90: #3eb575;--weui-GLYPH-WHITE-3: #fff;--weui-GREEN-100: #74a800;--weui-GREEN-120: #5c8600;--weui-GREEN-80: #8fb933;--weui-GREEN-90: #82b01a;--weui-GREEN-BG-110: #6b882d;--weui-GREEN-BG-130: #65802b;--weui-GREEN-BG-90: #85a247;--weui-INDIGO-100: #1196ff;--weui-INDIGO-120: #0d78cc;--weui-INDIGO-170: #052d4d;--weui-INDIGO-80: #40abff;--weui-INDIGO-90: #28a0ff;--weui-INDIGO-BG-100: #0d78cc;--weui-INDIGO-BG-110: #0b6bb7;--weui-INDIGO-BG-130: #09548f;--weui-INDIGO-BG-90: #2585d1;--weui-LIGHTGREEN-100: #3eb575;--weui-LIGHTGREEN-120: #31905d;--weui-LIGHTGREEN-80: #64c390;--weui-LIGHTGREEN-90: #51bc83;--weui-LIGHTGREEN-BG-100: #31905d;--weui-LIGHTGREEN-BG-110: #2c8153;--weui-LIGHTGREEN-BG-90: #31905d;--weui-LINK-100: #7d90a9;--weui-LINK-170: #252a32;--weui-LINK-80: #97a6ba;--weui-LINK-90: #899ab1;--weui-LINKFINDER-100: #dee9ff;--weui-ORANGE-100: #c87d2f;--weui-ORANGE-120: #a06425;--weui-ORANGE-170: #3b250e;--weui-ORANGE-80: #d39758;--weui-ORANGE-90: #cd8943;--weui-ORANGE-BG-100: #bb6000;--weui-ORANGE-BG-110: #a85600;--weui-ORANGE-BG-90: #c1701a;--weui-ORANGERED-100: #ff6146;--weui-PURPLE-100: #8183ff;--weui-PURPLE-120: #6768cc;--weui-PURPLE-170: #26274c;--weui-PURPLE-80: #9a9bff;--weui-PURPLE-90: #8d8fff;--weui-PURPLE-BG-100: #6768cc;--weui-PURPLE-BG-110: #5c5db7;--weui-PURPLE-BG-130: #48498f;--weui-PURPLE-BG-90: #7677d1;--weui-RED-100: #fa5151;--weui-RED-120: #c84040;--weui-RED-170: #4b1818;--weui-RED-80: #fb7373;--weui-RED-90: #fa6262;--weui-RED-BG-100: #cf5148;--weui-RED-BG-110: #ba4940;--weui-RED-BG-90: #d3625a;--weui-YELLOW-100: #cc9c00;--weui-YELLOW-120: #a37c00;--weui-YELLOW-170: 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#3EB575;--weui-LIGHTGREEN-120: #31905D;--weui-LIGHTGREEN-170: #123522;--weui-LIGHTGREEN-80: #64C390;--weui-LIGHTGREEN-90: #51BC83;--weui-LIGHTGREEN-BG-100: #31905D;--weui-LIGHTGREEN-BG-110: #2C8153;--weui-LIGHTGREEN-BG-130: #226541;--weui-LIGHTGREEN-BG-90: #31905D;--weui-LINK-100: #7D90A9;--weui-LINK-120: #647387;--weui-LINK-170: #252A32;--weui-LINK-80: #97A6BA;--weui-LINK-90: #899AB1;--weui-LINKFINDER-100: #DEE9FF;--weui-MATERIAL-ATTACHMENTCOLUMN: rgba(32, 32, 32, .93);--weui-MATERIAL-NAVIGATIONBAR: rgba(18, 18, 18, .9);--weui-MATERIAL-REGULAR: rgba(37, 37, 37, .6);--weui-MATERIAL-THICK: rgba(34, 34, 34, .9);--weui-MATERIAL-THIN: rgba(245, 245, 245, .4);--weui-MATERIAL-TOOLBAR: rgba(35, 35, 35, .93);--weui-ORANGE-100: #C87D2F;--weui-ORANGE-120: #A06425;--weui-ORANGE-170: #3B250E;--weui-ORANGE-80: #D39758;--weui-ORANGE-90: #CD8943;--weui-ORANGE-BG-100: #BB6000;--weui-ORANGE-BG-110: #A85600;--weui-ORANGE-BG-130: #824300;--weui-ORANGE-BG-90: #C1701A;--weui-ORANGERED-100: 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#D1A519;--weui-YELLOW-BG-100: #BF9100;--weui-YELLOW-BG-110: #AB8200;--weui-YELLOW-BG-130: #866500;--weui-YELLOW-BG-90: #C59C1A;--weui-FG-HALF: rgba(255, 255, 255, .65);--weui-RED: #FA5151;--weui-ORANGERED: #FF6146;--weui-ORANGE: #C87D2F;--weui-YELLOW: #CC9C00;--weui-GREEN: #74A800;--weui-LIGHTGREEN: #3EB575;--weui-TEXTGREEN: #259C5C;--weui-BRAND: #07C160;--weui-BLUE: #10AEFF;--weui-INDIGO: #1196FF;--weui-PURPLE: #8183FF;--weui-LINK: #7D90A9;--weui-REDORANGE: #FF6146;--weui-TAG-BACKGROUND-BLACK: rgba(255, 255, 255, .05);--weui-FG: #fff;--weui-WHITE: rgba(255, 255, 255, .8);--weui-FG-5: rgba(255, 255, 255, .1);--weui-TAG-BACKGROUND-ORANGE: rgba(250, 157, 59, .1);--weui-TAG-BACKGROUND-GREEN: rgba(6, 174, 86, .1);--weui-TAG-TEXT-RED: rgba(250, 81, 81, .6);--weui-TAG-BACKGROUND-RED: rgba(250, 81, 81, .1);--weui-TAG-BACKGROUND-BLUE: rgba(16, 174, 255, .1);--weui-TAG-TEXT-ORANGE: rgba(250, 157, 59, .6);--weui-BG: #000;--weui-TAG-TEXT-GREEN: rgba(6, 174, 86, .6);--weui-TAG-TEXT-BLUE: rgba(16, 174, 255, .6);--weui-TAG-TEXT-BLACK: rgba(255, 255, 255, .5)}}@media screen and (min-width:1024px){body:not(.pages_skin_pc) .wx-root,body:not(.pages_skin_pc) body{--appmsgExtra-BG: #F7F7F7}}@media screen and (min-width:1024px){body:not(.pages_skin_pc) .wx-root,body:not(.pages_skin_pc) body{--new-title-color: rgba(0, 0, 0, .9)}}@media screen and (min-width:1024px){body:not(.pages_skin_pc) .wx-root,body:not(.pages_skin_pc) body{--new-content-color: rgba(0, 0, 0, .9)}}@media screen and (min-width:1024px){body:not(.pages_skin_pc) .wx-root[data-weui-theme=dark],body:not(.pages_skin_pc) body[data-weui-theme=dark]{--weui-BG-0: #111111;--weui-BG-1: #1E1E1E;--weui-BG-2: #191919;--weui-BG-3: #202020;--weui-BG-4: #404040;--weui-BG-5: #2C2C2C;--weui-BLUE-100: #10AEFF;--weui-BLUE-120: #0C8BCC;--weui-BLUE-170: #04344D;--weui-BLUE-80: #3FBEFF;--weui-BLUE-90: #28B6FF;--weui-BLUE-BG-100: #48A6E2;--weui-BLUE-BG-110: #4095CB;--weui-BLUE-BG-130: #32749E;--weui-BLUE-BG-90: #5AAFE4;--weui-BRAND-100: #07C160;--weui-BRAND-120: #059A4C;--weui-BRAND-170: #023A1C;--weui-BRAND-80: #38CD7F;--weui-BRAND-90: #20C770;--weui-BRAND-BG-100: #2AAE67;--weui-BRAND-BG-110: #259C5C;--weui-BRAND-BG-130: #1D7A48;--weui-BRAND-BG-90: #3EB575;--weui-FG-0: rgba(255, 255, 255, .8);--weui-FG-0_5: rgba(255, 255, 255, .6);--weui-FG-1: rgba(255, 255, 255, .5);--weui-FG-2: rgba(255, 255, 255, .3);--weui-FG-3: rgba(255, 255, 255, .1);--weui-FG-4: rgba(255, 255, 255, .15);--weui-GLYPH-0: rgba(255, 255, 255, .8);--weui-GLYPH-1: rgba(255, 255, 255, .5);--weui-GLYPH-2: rgba(255, 255, 255, .3);--weui-GLYPH-WHITE-0: rgba(255, 255, 255, .8);--weui-GLYPH-WHITE-1: rgba(255, 255, 255, .5);--weui-GLYPH-WHITE-2: rgba(255, 255, 255, .3);--weui-GLYPH-WHITE-3: #FFFFFF;--weui-GREEN-100: #74A800;--weui-GREEN-120: #5C8600;--weui-GREEN-170: #233200;--weui-GREEN-80: #8FB933;--weui-GREEN-90: #82B01A;--weui-GREEN-BG-100: #789833;--weui-GREEN-BG-110: #6B882D;--weui-GREEN-BG-130: #65802B;--weui-GREEN-BG-90: #85A247;--weui-INDIGO-100: 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.1);--weui-TAG-BACKGROUND-GREEN: rgba(6, 174, 86, .1);--weui-TAG-TEXT-RED: rgba(250, 81, 81, .6);--weui-TAG-BACKGROUND-RED: rgba(250, 81, 81, .1);--weui-TAG-BACKGROUND-BLUE: rgba(16, 174, 255, .1);--weui-TAG-TEXT-ORANGE: rgba(250, 157, 59, .6);--weui-TAG-TEXT-GREEN: rgba(6, 174, 86, .6);--weui-TAG-TEXT-BLUE: rgba(16, 174, 255, .6)}}@media screen and (min-width:1024px){body:not(.pages_skin_pc) .wx-root[data-weui-theme=dark],body:not(.pages_skin_pc) body[data-weui-theme=dark]{--appmsgExtra-BG: #121212}}@media screen and (min-width:1024px){body:not(.pages_skin_pc) .wx-root[data-weui-theme=dark],body:not(.pages_skin_pc) body[data-weui-theme=dark]{--new-title-color: rgba(255, 255, 255, .8)}}@media screen and (min-width:1024px){body:not(.pages_skin_pc) .wx-root[data-weui-theme=dark],body:not(.pages_skin_pc) body[data-weui-theme=dark]{--new-content-color: rgba(255, 255, 255, .7)}}@media screen and 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