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            "desc": "这篇 CVPR 2026 论文EmoThinker的目标是让模型像人类一样\"先观察、再推理、后下结论\"——先从视觉和声学模态中分别提取情感证据，再显式分析模态间的一致与冲突，最终给出情感判断以及完整的推理过程，即基于大型视觉-语言模型（LVLM）的细粒度、可解释情感推理。",
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            "time": "2026-09-16 09:17:49",
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            "desc": "一套面向智能体 RAG 的检索评测基准与排行榜，包含约 7 万条智能体查询、1.9 亿篇网页文档，以及三套相关性标注。",
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            "title": "GPT-6 Sol要来了？OpenAI本周或迎「发布狂潮」",
            "desc": "最早释放信号的是 OpenAI 产品负责人 Tibo Sottiaux。他在 X 上发文称，「本周发布的产品和功能数量，会达到你原本可能期待在 DevDay 2025 上看到的那个级别。」",
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            "time": "2026-09-16 09:10:00",
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            "desc": "GPT-6 Astra一出世，在ARC-AGI-3半私有测试集上，拿下了99.9%的成绩。",
            "url": "https://www.51cto.com/article/856035.html",
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            "time": "2026-09-16 09:08:00",
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            "time": "2026-09-16 09:07:38",
            "title": "以为医疗公司最不敢碰AI，结果Claude已经在工作群里干了三个月的活",
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            "time": "2026-09-16 09:05:00",
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            "index": 14,
            "time": "2026-09-16 09:03:00",
            "title": "Claude独立破译370年前密文！仅44分钟，密码学家破防了",
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            "url": "https://www.51cto.com/article/856000.html",
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            "time": "2026-09-16 09:02:00",
            "title": "高德联合南大、清华、北大发布WorldRoamBench，定义交互式世界模型长时漫游评测新范式",
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        {
            "index": 16,
            "time": "2026-09-16 09:00:53",
            "title": "OpenAI官方的Work指南，原来一直被我们忽略了……",
            "desc": "业务同事说\"我们天天都在用 AI\"，技术人员也整理了一堆 Prompt 和模板。可真正落到周报、数据复核、客户更新这些重复工作上，还是得人盯着改、人盯着对。上下文一丢就失忆，换个人接手，整套流程直接归零。更麻烦的是决策边界模糊：出了错算谁的，谁也说不清。",
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            "index": 17,
            "time": "2026-09-16 09:00:00",
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        {
            "index": 18,
            "time": "2026-09-16 09:00:00",
            "title": "B模型成功率94.5%！Token级奖励打开长链路智能体训练新思路",
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            "url": "https://www.51cto.com/article/855933.html",
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        },
        {
            "index": 19,
            "time": "2026-09-16 08:59:15",
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        },
        {
            "index": 20,
            "time": "2026-09-16 08:58:00",
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        },
        {
            "index": 21,
            "time": "2026-09-16 08:57:00",
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            "url": "https://www.51cto.com/article/855996.html",
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            "time": "2026-09-16 08:56:00",
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            "url": "https://www.51cto.com/article/855995.html",
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        },
        {
            "index": 23,
            "time": "2026-09-16 08:55:00",
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            "url": "https://www.51cto.com/article/855994.html",
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        },
        {
            "index": 24,
            "time": "2026-09-16 08:53:00",
            "title": "一张GPU跑十万原子！分子之心用AI把化学反应“拍”成了电影",
            "desc": "最新扩展测试中，QuantaMind已能够以接近量子化学计算的精度模拟十万原子级体系数百纳秒的反应，单步计算耗时仅约0.25秒。",
            "url": "https://www.51cto.com/article/855993.html",
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        },
        {
            "index": 25,
            "time": "2026-09-16 08:52:00",
            "title": "Meta新研究：字节模型蒸馏后，天花板破了",
            "desc": "最近，来自Meta FAIR和华盛顿大学的论文《突破Token天花板：蒸馏出更小、更强的字节模型》，提出了一个很有趣的想法。",
            "url": "https://www.51cto.com/article/855992.html",
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        },
        {
            "index": 26,
            "time": "2026-09-16 08:50:00",
            "title": "3B模型成功率94.5%！Token级奖励打开长链路智能体训练新思路",
            "desc": "来自中国科学技术大学与阿里巴巴集团的研究团队提出ADRS（Agentic Reinforcement Learning with Self-Distilled Reward Shaping），把训练期的特权技能转化为与回报相关的token级信用，并直接接入原生的reward-to-advantage-to-policy路径。",
            "url": "https://www.51cto.com/article/855991.html",
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        },
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            "time": "2026-09-16 08:49:41",
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            "desc": "你老A社天天一会儿AI要失控、一会儿互联网要完蛋，转头自己IPO、融资、扩算力，一个都没耽误？？大家伙可是越琢磨越不对劲了，直接引发一波众怒，纷纷化身「朝阳硅谷群众」下场开扒！",
            "url": "https://www.51cto.com/article/856037.html",
            "imgsrc": "https://s2.51cto.com/oss/202609/16/a1b7f019940af31e7858543f60afc7686b6ead.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 30,
            "time": "2026-09-16 08:35:24",
            "title": "阿里面试官问我：\"你的Skill上线之后有持续跟进吗？\"我说有的。他又问：\"那你的监控指标有哪些？告警阈值设的多少？\"我支支吾吾答不上来",
            "desc": "说实话这个问题我自己也踩过类似的坑。今天就借这个机会，把Skill上线之后到底该怎么跟进这件事，系统地讲一下。",
            "url": "https://www.51cto.com/article/856034.html",
            "imgsrc": "https://s2.51cto.com/oss/202609/16/b2114443791a0e42a171184f48aba58b3a7c05.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 31,
            "time": "2026-09-16 08:34:07",
            "title": "这个 Skill 直接封神：我装进 WorkBuddy 后，彻底不想自己排版了",
            "desc": "为什么我认为这个 Skill 非常实用又超级牛呢？实用是因为我做自媒体需要各种海报和配图，它就能帮我实现，超级牛是因为在我看来，它内置一个排版引擎，可以做到非常精确的排版。",
            "url": "https://www.51cto.com/article/856033.html",
            "imgsrc": "https://s2.51cto.com/oss/202609/16/84f203c26c90161b4b6020f2615819c975b4ce.png?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 32,
            "time": "2026-09-16 08:29:06",
            "title": "面试官：“Agent 一直重复调用怎么办？”，我：“设最大步数，超了就停”，他：“正常长任务也一起杀？”",
            "desc": "回答这道题时，先说判断标准：动作重复不等于死循环，任务状态长时间没有向完成标准推进，才是需要治理的无进展循环。",
            "url": "https://www.51cto.com/article/856032.html",
            "imgsrc": "https://s2.51cto.com/oss/202609/16/d938d2e01b080f8ba1e757f876a5122e56ba2a.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 33,
            "time": "2026-09-16 08:28:33",
            "title": "本周我在网上发现的九个超酷开源项目",
            "desc": "Blender、GIMP、LibreOffice、FreeCAD、QGIS、Godot、OBS、Krita……目前覆盖的软件已经超过80款。于是，智能体不必再盯着屏幕点击像素，而是可以通过明确的命令直接操作这些程序。",
            "url": "https://www.51cto.com/article/856031.html",
            "imgsrc": "https://s2.51cto.com/oss/202609/16/140adf496bb8e8105c8655387a2f345e0c0e8f.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 34,
            "time": "2026-09-16 08:26:26",
            "title": "Claude 写了 80% 代码，Anthropic 发现了新的瓶颈，不是评审而是…",
            "desc": "CI 任务量会随着 agent 数量和 PR 批准速度的提升而指数增长。给工程团队的建议：无论是自建还是采购，假设两个季度内负载达到 25 倍。在 v0 设计中预留 10-20 倍余量，只要预算允许。避免以单实例运行关键服务。保持状态与进程分离。",
            "url": "https://www.51cto.com/article/856030.html",
            "imgsrc": "https://s2.51cto.com/oss/202609/16/3186394221e62a948867291fb4d203c2ee610f.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 35,
            "time": "2026-09-16 08:22:42",
            "title": "无限 token 爽用 GPT-5.6 Sol，我找到了 ChatGPT Web 端的最佳使用方式",
            "desc": "因为 Secure Tunnel 和 WebCodex 建好之后，​​Tunnel ID​​、​​channel=main​​ 和本地项目都能继续复用。代码、Git 记录、测试结果也一直留在自己的电脑里。今天做到一半，明天再让 ChatGPT 读取项目状态，它还能接着往下干。",
            "url": "https://www.51cto.com/article/856029.html",
            "imgsrc": "https://s2.51cto.com/oss/202609/16/164cfe19590681debf6728adfe03476ed692cd.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 36,
            "time": "2026-09-16 08:22:37",
            "title": "一个 MIT 插件，解决 DSH DeepSeek API 的「烧钱焦虑」",
            "desc": "用 DeepSeek API 做开发、跑 Agent、写长文，最让人心里没底的一件事就是——钱到底花在哪了。",
            "url": "https://www.51cto.com/article/856028.html",
            "imgsrc": "https://s2.51cto.com/oss/202609/16/2528afd7881197c5666642fb098777904b6f95.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 37,
            "time": "2026-09-16 08:13:49",
            "title": "Inference-Time Compute +真实Harness：自动安全审计开始补“环境违和感”",
            "desc": "多分支扩展虽然能通过筛选最高风险分支将危害检出分从 0.35 拔高至 0.42，但其真实感胜率反而显著偏低，口头评测觉察率甚至高于单分支基线。即便在留出的部署数据上挑选最逼真的分支，其现实胜率亦仅为 18%，远逊于 cr2bo4 的 28%。这表明单纯在广度上堆砌交互轮次无法消除合成环境的破绽。",
            "url": "https://www.51cto.com/article/856026.html",
            "imgsrc": "https://s2.51cto.com/oss/202609/16/87ef2ca520db4fc536310041ac266fae113cdd.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 38,
            "time": "2026-09-16 08:10:33",
            "title": "Anthoropic 推出硬件版 MCP，Claude 开始接管真实世界！！",
            "desc": "Anthoropic 正在面向首批科学研究实验室和先进制造企业开放模型硬件标准的研究预览。MHS 是一项共享规范，旨在让 AI 智能体安全地操作物理设备。它使 AI 智能体能够并行操作多种实验室和制造仪器，例如：显微镜、液体处理器和机械臂，并执行从常规药物发现实验到量子计算机激光校准等复杂任务。",
            "url": "https://www.51cto.com/article/856024.html",
            "imgsrc": "https://s2.51cto.com/oss/202609/16/38b0941177cf01eb8876164ecf58400bbf2e8c.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 39,
            "time": "2026-09-16 08:07:00",
            "title": "从“能问”到“问得准”：企业智能问数如何落地？",
            "desc": "销售订单、客户资料、库存记录、生产工单和质量检测数据，可能分散在 Excel、ERP、CRM、MES 或其他业务系统中。管理人员临时想了解一个指标，通常要经历提需求、找数据、写 SQL、做报表和反复确认口径。",
            "url": "https://www.51cto.com/article/856022.html",
            "imgsrc": "https://s2.51cto.com/oss/202609/16/03fd64862e2378f04632233a5f09c0796c0733.png?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 40,
            "time": "2026-09-16 08:00:00",
            "title": "无需 Claude 账号！Claude Code APP + DeepSeek 零基础完整教程 + 七大使用技巧",
            "desc": "Claude Code 是一个 Agent 工具，而 Claude 、DeepSeek 这些则是模型。我们在一个 Agent 工具里面输入自然语言，Agent 工具就会去调用大模型来完成你想要做的事情。",
            "url": "https://www.51cto.com/article/855952.html",
            "imgsrc": "https://s2.51cto.com/oss/202609/15/87796ec28735b4fd01e560be3a72bd34866ee0.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 41,
            "time": "2026-09-16 07:59:29",
            "title": "Claude Code 必知必会的 14 个命令",
            "desc": "真正拉开差距的，是有没有把 Claude Code 里的这些入口，放到合适的开发阶段里：什么时候该先交代项目背景，什么时候该整理上下文，什么时候只是想顺手问个问题，什么时候该让它单独做一次代码审查，环境出问题以后又该从哪里恢复。",
            "url": "https://www.51cto.com/article/856021.html",
            "imgsrc": "https://s2.51cto.com/oss/202609/16/582f81c45d54fe74d30243e105cb4bc976c137.png?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 42,
            "time": "2026-09-16 07:54:30",
            "title": "Java 27 把 JFR 里的密码自动打码了，我才发现线上诊断文件也可能泄密",
            "desc": "FR 文件里面到底还有什么？除了 GC、线程和方法调用之外，它其实还可能记录 JVM 启动参数、System Property、环境变量这些东西。而我们现在的 Spring Boot 服务，是怎么传配置的？",
            "url": "https://www.51cto.com/article/856020.html",
            "imgsrc": "https://s2.51cto.com/oss/202609/16/53444ce799c98b78f198540a447eb1fbf80912.png?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 43,
            "time": "2026-09-16 07:49:47",
            "title": "Harness已过时，OpenAI、腾讯在搞下一个AI爆点RSI",
            "desc": "模型在\"标准化考试\"上已经快摸到顶了，但在\"真实任务执行\"上才刚刚起步。 HCI 的用意并非给模型排座次，而是作为一张诊断图，指明哪些领域的\"剩余空间\"最丰厚——这正是 RSI 未来最应该发力去啃的硬骨头。",
            "url": "https://www.51cto.com/article/856019.html",
            "imgsrc": "https://s2.51cto.com/oss/202609/16/25b5d9b12011ad803bf6289f8c8992d61e886a.png?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 44,
            "time": "2026-09-16 07:46:10",
            "title": "Claude写了Anthropic八成代码后，CI任务量半年涨25倍，官方复盘如何拆掉有状态单点",
            "desc": "至于压力从哪来，文章点了两个原因：Claude 倾向于把改动拆成更细的 PR，一个 PR 就是一轮测试；而 agent 在夜里和周末也在干活，CI 队列没有闲下来的时候。",
            "url": "https://www.51cto.com/article/856018.html",
            "imgsrc": "https://s2.51cto.com/oss/202609/16/a4902a405e7c301c8e4311f68747fc114f300a.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 45,
            "time": "2026-09-16 07:43:06",
            "title": "2026 性能测试工具大盘点：13 款主流压测工具，测试工程师必备！",
            "desc": "经常有人让我帮忙推荐压测工具，我的答案一直是，先看你会不会写代码。会写的，直接上 k6 或者 Locust，脚本进 Git、场景可评审、结果可复现，这是性能测试工程化的正路。不会写的，JMeter 依然是最稳的起点，别硬着头皮上代码系工具，工具的别扭会盖过测试本身。",
            "url": "https://www.51cto.com/article/856017.html",
            "imgsrc": "https://s2.51cto.com/oss/202609/16/97e449d06b0de124a3872341aca1fc75c3a85b.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 46,
            "time": "2026-09-16 07:35:54",
            "title": "性能媲美 Rust，语法丝滑如 Python ，这门国产编程语言凭什么？",
            "desc": "MoonBit 在这方面的设计，我觉得值得展开聊聊。它提供的模式匹配、View、值类型和 SIMD，看起来是几个独立功能，但放进具体程序里，就能看见它们之间的联系。",
            "url": "https://www.51cto.com/article/856015.html",
            "imgsrc": "https://s2.51cto.com/oss/202609/16/05c1b53327e93c8faeb30575b0782f7a747f39.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 47,
            "time": "2026-09-16 07:34:06",
            "title": "突发，GPT-6 Sol曝光了！",
            "desc": "就在昨天深夜，奥特曼的一句爆料，让所有人都兴奋起来。他发了一个「🚢（Ship/发布）」的表情，并配文：「这周将有大动作。然后，我们 DevDay 见。」",
            "url": "https://www.51cto.com/article/856014.html",
            "imgsrc": "https://s2.51cto.com/oss/202609/16/d4b43cf8486bb2c4d8c6273f245677c05d50fd.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 48,
            "time": "2026-09-16 07:20:01",
            "title": "合检索+Rerank实战：把RAG答对率从78%干到94%",
            "desc": "段落就在库里，答案就是出不来？有救了。这篇填坑：混合检索补词面，Rerank把排序做精，query改写把人话翻译成文档话。同一套题从39道涨到47道，78%干到94%，三招全带代码，数字都能复测。",
            "url": "https://www.51cto.com/article/856013.html",
            "imgsrc": "https://s2.51cto.com/oss/202609/16/447f8c160abe4029b45205c7404ba8e652fe16.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 49,
            "time": "2026-09-16 06:46:45",
            "title": "【CVE-2026-82533】DeepSeek Harness 高危漏洞让 Agent 一键突破沙箱限制",
            "desc": "这个漏洞的可怕之处在于：被沙箱隔离的AI代理仅需一条Shell命令就能解除自身限制——而且是在系统的默认配置下实现，既不需要网络暴露，也无需任何凭证！",
            "url": "https://www.51cto.com/article/856012.html",
            "imgsrc": "https://s2.51cto.com/oss/202609/16/c71062b5313f71cab22416daeef84b3360ef7b.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 50,
            "time": "2026-09-16 06:36:01",
            "title": "第 15 篇：三次握手：为什么不是两次或四次",
            "desc": "三次握手不是形式主义，而是TCP在传数据前完成双方能力确认和序列号同步。连接建好了，数据才好开始认真传。​",
            "url": "https://www.51cto.com/article/856006.html",
            "imgsrc": "https://s2.51cto.com/oss/202609/16/3229f050918feae81ec807349a07eac40d05d3.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        }
    ],
    "copyright": "娱乐范——聚合热搜榜"
}