A | 7月17日，第九届世界人工智能大会（WAIC）在上海世博中心正式开幕，作为一年一度的AI行业盛会，今年大会依然聚集了国内外大模型公司、AI应用、硬件厂商和机器人公司，雷科技（ID：leitech）旗下AI新媒体「雷科技AGI（leikejiagi）」也派出报道团，赴上海进行现场报道。 从展会现场来看，商汤科技估计是WAIC 2026上最忙的公司之一。
B | TOPEKA, Kan. -- Child welfare officials investigated the family of a 5-year-old Kansas girl five times in the 13 months before she was raped and killed, but couldn't confirm allegations of neglect or drug use by her mother, and the family repeatedly declined offers of help, a report released Tuesday showed. The report by the state Department of Children and Families said in one case, the agency confirmed that the mother wasn't properly supervising Zoey Felix, but the girl was placed with her father and because of that, “No safety concerns were identified.” After receiving allegations in late August of drug use and lack of utilities in the home, child welfare officials made seven failed attempts to reach the family over the next month.On Oct. 2, Zoey died after fire crews couldn't resuscitate her at a gas station. Neighbors believe Zoey and her father had been camping in a grove of trees on a vacant lot nearby. Mickel Cherry, a 25-year-old homeless man, is charged with first-degree murder, rape and capital murder, and could face the death penalty. Authorities haven't said how Zoey died. “Zoey Felix’s death was an unacceptable tragedy," Gov. Laura Kelly said in a statement accompanying the Department of Children and Families' two-page summary of its interactions with the girl's family. Kelly said she plans to push for legislation next year that would expedite the release of information when a child dies of abuse or neglect. Her administration pushed for such a change in 2021, but a bill never passed. Currently, DCF only releases a summary of its involvement initially and can't do so until attorneys vet the document. Typically, the full case reports aren’t released until after the prosecution is completed, which can take well over a year.This has left an information vacuum in Zoey's case that was exacerbated Tuesday when a judge sealed the arrest affidavit that was used to support criminal charges against Cherry. Judge Christopher Turner concluded that releasing the records would jeopardize the safety of witnesses or sources or “cause the destruction of evidence.”Cherry’s attorney, Mark Manna, of the Kansas Death Penalty Defense Unit, has declined to comment. Cherry’s family didn’t respond to phone messages, and his Facebook friends described him as chronically homeless. Neighbors said Zoey wandered their neighborhood dirty and hungry. Several reported calling child welfare to express concerns. According to the summary from DCF, child welfare officials said they received the first tip about Zoey on Sept. 8, 2022, alleging poor conditions in the home and possible drug use in the presence of a child. The mother agreed to a drug screen and it came back negative, the agency said. The agency also said in its summary that Zoey's mother was working with court services. By then, she had been charged with domestic battery against her husband and teenage daughter, court records show. The DCF summary said the agency offered help to the family, but they declined and the case was closed. Another complaint alleging an unsupervised child was lodged with the agency on Nov. 8, 2002. Just six days earlier, Zoey's mother had called to report that the then 4-year-old was missing, a police incident report shows. Zoey was found unharmed a short time later.The DCF summary made no reference to Zoey's disappearance, and it was unclear whether that prompted the complaint. The summary said simply that the case was unsubstantiated and offers of help were denied. Later that month, Zoey's mother was arrested after crashing her car near a north Topeka bar while driving drunk with Zoey in the front seat. A sworn statement from a Topeka police officer, which also was released Tuesday, said the mother was “having difficulty standing upright, attempting to walk away with a small child.” He also wrote that in looking into her car, he saw two open bottles of vodka, one half-full and the other, three-quarters full. The officer said that in interviews, Zoey said her mother had been drinking from both bottles before and while driving.The officer wrote that the mother was uncooperative and, “She was taken to the ground in order to be handcuffed.”The DCF summary said welfare workers left Zoey in her father’s care; court records show he was living with a girlfriend at the time. Zoey's mother was jailed until March, when she pleaded guilty to felony aggravated battery and driving under the influence and was sentenced to probation. Zoey's father was evicted from his apartment in May. Another tip the agency received that month alleged there were no operating utilities in the mother's home, but the agency found the home to be “livable," with utilities, food and no signs of drugs. Again, the family declined services. Then on Aug. 29, another complaint alleged drug use and no utilities, prompting the seven failed attempts by the agency to contact the family in September. But during that time, police went to the home twice, once even tracking down Zoey and talking to her. But officers were told by Zoey’s father that she wasn’t living there, city spokeswoman Gretchen Spiker said. The second time police responded, an officer stood outside as belongings were retrieved from the house, a police report said. Police reports do not explain where Zoey, her sister, her father and Cherry went after that, but neighbors said they were living in a makeshift camp.Laura Howard, the top administrator for the Department for Children and Families, vowed to launch a thorough investigation.“We will take every step necessary," she wrote in a statement. DCF opened another investigation as a result of Zoey’s death.。7月18日上午，商汤在世博中心银厅承办了“基座大模型架构创新与生态合作论坛”，2024年图灵奖得主Richard Sutton到场分享。同一天，商汤在会场发布了旗舰大模型、算力调度Agent，还搭了一个252㎡的沉浸式展区。
C | 从模型到算力再到机器人，商汤这次WAIC的主线关键词就两个字：交付。
D | SenseNova U1 Pro发布，多模态大模型进入交付级时代 7月18日，商汤正式发布SenseNova U1 Pro，定位是“面向长程任务的交付级原生多模态智能体基座”。
E | 过去两年，多模态大模型在图片生成、视频生成上进步很快，但用户实际用起来的体验依然是“抽卡”，输入提示词，模型吐出一堆结果，用户还得挑挑拣拣修修改改。商汤这次想解决的就是这个痛点，让模型围绕一个复杂目标，持续完成理解、规划、执行、检查、修正，最终直接给出可用的交付物。 图源：SenseNova U1 Pro效果图 具体而言，SenseNova U1 Pro的核心能力可以概括为四点： 一是设计告别“AI味”，输出具备专业级构图、色彩和排版美学；二是最高支持8K原生分辨率，高信息密度的超长图放大后文字、线条依然清晰；三是图文信息整合分析能力大幅加强，复杂版式下内容表达稳定；四是长程Agentic闭环思维，支持数十轮图文交错迭代，整体风格与局部文本可同步精准编辑。 值得一提的是，商汤今年4月开源了基础模型SenseNova U1，截至7月中旬，U1及其Skills代码库在GitHub累计Star数突破8000。6月用户人均日生图量较5月提升近3倍，说明模型已经切入了真实工作流。 目前U1 Pro的预览版已开启邀请测试，正式版本和API服务将在8月上线。 算电协同Agent，重新定义智算中心的效能标准 此外，商汤在“构筑AI算力与绿色能源融合发展新范式”专题研讨会上，还发布了算电协同Agent。
F | 这个产品的核心逻辑是重新定义AIDC的效能标尺。传统上数据中心用PUE（电源使用效率）衡量节能水平，但PUE只关心省了多少电，至于一度电能产出了多少Token，则不是PUE的重点。而商汤提出用TPW（单位电力成本产出Token数量）作为新指标，关注的是每一度电能创造多少价值。 目前算电协同Agent在商汤临港AIDC已经全面落地，效果相当可观：单位电力成本Token产出提升80%，平均电费单价比同区域其他IDC低10%，算力负荷预测准确率96%，全年预估碳减排24000吨/每万P。 图源：雷科技摄制 在国产算力层面，商汤大装置通过异构混合推理技术，把主流国产芯片的MFU（Model FLOPs Utilization）提升了85%到152%，整体推理性价比达到NVIDIA H系列的1.25倍，同等成本下Token产出提升2.5倍。
G | 论坛上，商汤还发布了国产AI基础设施的“技术-生态-商业”闭环布局，联合寒武纪、沐曦、华为昇腾、摩尔线程等近20家伙伴发起“银河计划”，计划共建1个Token运营中心、5个万卡级国产智算集群，赋能200家AI初创企业。 具身智能与太空算力，AI走向物理世界 在浦东世博展览馆H1-B807展位，商汤搭了一个252㎡的“未来实验室”，分四大板块：未来生活、未来智算、未来城市、未来助手。
H | 具身智能是这次展区的一大看点，商汤旗下大晓机器人发布了开悟世界模型3.1，这是全球首个端侧驱动本体的具身世界模型。 现场展示的搭载Kairos的具身机器人，能自主理解多模态自然语言指令，在家庭场景里完成早餐制作、家务整理等长程任务，而且能在消费级终端上实现近实时推理。 商汤善惠则与零次方达成深度合作，在展区现场展示了“烧卖购机器人店”。其中轮臂式机器人接入SenseMart OS零售物理操作系统，在零售大脑统一调度下完成取货、递送和订单履约。目前商汤善惠已积累30万+ SKU商品视觉资产，SenseMart Go机器人小店在上海多地落地，号称是国内首个跑通单店盈利模型的具身零售品牌。 图源：雷科技摄制 论坛期间，商汤还官宣了两项重磅合作。一是与国星宇航达成太空算力战略合作，共建“商汤算力星座”，计划2026年完成首批算力卫星发射组网，到2030年建成千颗级、总算力超万P的太空算力网络；二是联合上海人工智能实验室、上海交大人工智能学院等五家科研机构启动“科学发现平台”战略合作，围绕AI for Science构建一体化科研服务体系。 总体来看，SenseNova U1 Pro解决了模型层的交付问题，算电协同Agent和银河计划解决国产算力效能的基础设施层问题，具身机器人和零售小店解决AI落地物理世界的应用层问题。从大模型到算力底座再到机器人，商汤科技的每一条主线都十分清晰。 这其实也是整个行业正在经历的方向转变，代码产品已经走通了从Copilot到Vibe Coding再到Agentic Coding的路径，多模态产品也在经历同样的演进。商汤想抢的，就是这个交付级阶段的先手。 主题为「智能伙伴·共创未来」的WAIC2026已落下帷幕。 AI叙事路线从模型参数堆叠，转变到Agent生产力落地；异构协同、光子计算持续提高计算上限；具身智能加速应用，机器人到家进厂让物理AI变为现实。 雷科技WAIC探展团已返回广州，正在进行紧张的总结盘点，敬请关注！。
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