福尔摩斯：基本演绎法第一季

Candidates wrangle over abortion policy in Kentucky gubernatorial debate_我的网站

A |     质检是工厂生产全流程的“终极守门员”，肉眼“找茬”累断腰还容易漏检，AI一眼锁定快准狠，哪个更强？答案已经清晰地写在了产线上。

B |     Democratic Gov. Andy Beshear and Republican Attorney General Daniel Cameron accused each other of taking extreme stands on abortion policy Monday night as they wrangled over an issue that's become a flashpoint in their hotly contested campaign for governor in Kentucky.During an hourlong debate at Northern Kentucky University in Highland Heights, Kentucky, the rivals fielded questions over education, taxes, public safety and the monthlong strike by autoworkers, which has spread to Ford's highly profitable Kentucky Truck Plant in Louisville.The candidates tried to one-up the other in their support for public education. Some of their sharpest exchanges during the televised debate, however, came when asked to lay out their stands on abortion. Their remarks, which took place about three weeks before the Nov. 7 election, came against the backdrop of Kentucky's current abortion law, which bans the procedure except when carried out to save a pregnant woman’s life or to prevent a disabling injury.Beshear said that his challenger celebrated the abortion ban’s passage and pointed to Cameron’s long-running support for the law as written, without exceptions for pregnancies caused by rape or incest.“My opponent’s position would give a rapist more rights than their victim," Beshear said. "It is wrong. We need to change this law. We need to make sure that those individuals have that option.”Once Roe v. Wade was overturned by the U.S. Supreme Court, the state’s trigger law — passed in 2019 — took effect to ban nearly all abortions.Cameron reiterated Monday night that he would sign a bill adding abortion exceptions if given the chance, a position he revealed during a radio interview last month.Cameron went on the attack by pointing to Beshear’s opposition to abortion restrictions passed by the state’s GOP-dominated legislature. As attorney general, Beshear refused to defend a law imposing a 20-week ban on abortion, and later as governor he vetoed a 15-week ban, Cameron said. “That is Andy Beshear’s record on the issue of life," Cameron said. "It’s one of failure for the unborn.”Beshear responded that he has consistently supported “reasonable restrictions,” especially on late-term abortions. Beshear also noted that the 15-week ban lacked exceptions for rape and incest.Abortion polices have been at the forefront of the campaign. Beshear's campaign released a TV ad last month featuring a Kentucky woman who revealed her own childhood trauma while calling for rape and incest exceptions. The woman, now in her early 20s, talked about having been raped by her stepfather when she was 12 years old. She became pregnant as a seventh grader but eventually miscarried.Meanwhile, the candidates took turns touting their plans to improve public education.Cameron accused the governor of mischaracterizing his plan to help students overcome learning loss when schools were closed during the pandemic.“We need a governor that is going to lean into this issue to fight for our kids and make sure that they have the best education system here possible in Kentucky,” Cameron said.Beshear highlighted his own plan calling for an 11% pay raise for teachers and all public school personnel, including bus drivers, janitors and cafeteria staff. He said he's supported educators “every step of the way” to raise their pay and protect their pensions as governor and previously as attorney general.“If we want to make sure that we have a math teacher, a physics teacher, everything we need in our classrooms, we have to pay people closer to what they’re worth,” the governor said.Beshear also made another pitch for his plan for state-funded pre-K for every 4-year-old in Kentucky.Beshear criticized Cameron for supporting a Republican-backed measure to award tax credits for donations supporting private school tuition. The Kentucky Supreme Court struck down the measure last year. The governor and other opponents of the bill said the program would have diverted money from public schools. Supporters said the measure offered opportunities for parents who want new schooling options for their children but are unable to afford them.“He (Cameron) supports a voucher program that would take tens of millions of dollars out of our public school system," Beshear said. "Out of the paychecks of our educators, out of the resources that they need, and again send them to fancy private schools.”Cameron has proposed raising the statewide base starting pay for new teachers, saying it would have a ripple effect by lifting pay for other teachers. Cameron’s plan also would develop an optional, 16-week tutoring program for math and reading instruction.“We need leadership that’s going to catch our kids up,” Cameron said.The candidates were asked to weigh in on the targeted strikes by the United Auto Workers union at all three Detroit automakers. Beshear replied that “this isn’t an either-or. We need the UAW to come out in a strong place and Ford to come out in a strong place, too.”Ford is a major employer in Louisville with two assembly plants in Kentucky's largest city. Ford and its battery partner, SK Innovation of South Korea, are building twin battery plants outside Glendale in central Kentucky — a $5.8 billion megaproject landed during Beshear's tenure as governor.Cameron expressed support for the workers while saying he hopes for a swift resolution. He blamed the labor dispute on President Joe Biden's economic policies, part of his effort to nationalize the campaign by linking Beshear to the Democratic president — a well-used GOP strategy in red states like Kentucky.“We are in this mess because of the inflationary pressures that are coming from Washington, D.C.,” Cameron said.。         走进成都数之联科技股份有限公司（以下简称“数之联”），一系列数据直观又震撼：缺陷检测准确率高达99%，漏检率低于0.4%，检测效率提升10倍以上，为客户减少约80%的质检人力成本……这些数字无不让人真切感受到，科技对产业带来了颠覆性的赋能与提升。         作为国内最大的ADC（自动缺陷检测与分类系统）产品与解决方案提供商，数之联服务了京东方、天马、海尔、TCL等上百家智能制造头部企业，相关设备已出口到墨西哥、斯洛文尼亚、泰国等国家，入选“中国AI出海未来独角兽TOP100”榜单，成为成都工业AI出海的典型代表。         技术突围：          给工厂装上“AI眼睛”与“AI大脑”          “数之联于2012年成立以来，一直扎根成都，是国内最早一批把人工智能用在工业质检和品质管控的企业。

C | ”数之联董事长傅彦打了个比方：公司业务就是给工厂的产线装上“AI眼睛”和“AI大脑”，以此来解放劳动力，为工厂实现提质、降本、增效。         过去，工厂质检全靠人眼，需要一张张看产品有没有缺陷。工人一天看上万张图，又累又容易漏检。数之联用AI替代了这个环节，让机器自动识别缺陷、自动分析良率、自动处置异常，带来质的飞跃。

D |          劳动力解放了，通过设备和系统收集到的大量数据也派上用场。傅彦介绍，公司据此自主研发了品质智能体平台，形成一套从发现到处置再到经验沉淀的完整闭环。同时，公司研发的“数联慧眼”和“数联慧脑”两款工业大模型，都已通过国家生成式人工智能服务备案。         在技术方面，数之联采用云边端一体化协同的方式——大模型在云端训练，小模型部署到产线端侧，实现毫秒级实时检测。

E | 据介绍，目前缺陷检测准确率超过96%（部分场景达99%以上），漏检率低于0.4%，检测效率提升10倍以上，为客户减少约80%的质检人力成本，良率提升15%-25%。         过硬的技术受到行业广泛认可。傅彦表示，数之联已经服务了京东方、天马、华星光电、海信、海尔、TCL、奥特斯、深南电路等上百家智能制造头部企业，在新型显示领域的市场占有率超过80%，累计AI判图量超过100亿张。         各项荣誉是发展的见证。公司获批国家级专精特新重点“小巨人”企业，入选工信部2025年度智能制造系统解决方案“揭榜挂帅”项目，荣获吴文俊人工智能科技进步奖，也是四川省首批人工智能产业链链主企业。公司还拥有700余项自主知识产权，参与制定行业标准14项，其中国家标准2项，承担国家和省部级科研项目20余项。

F |          出海进阶：          从产品出海到标准出海的三级跳          不仅在国内是隐形冠军，数之联已经将先进技术和产品带到了海外。         “瞄准更广阔的市场，我们的出海可以概括为三个阶段。”傅彦告诉记者，第一阶段是“产品出海”，即把检测设备和软件系统卖到海外工厂，解决单一产线的质检问题。2023年9月，公司为国内某头部家电企业部署了机内检AOI设备，专门检测电视生产总装段过程中的各类缺陷。该企业的海外工厂在墨西哥，数之联就跟着把设备一起送了过去，首次实现整机出海交付。         傅彦坦言，出海并不容易，虽然设备在国内调试得好好的，但到了海外现场还是会遇到各种突发状况，产线环境、工人操作习惯、网络条件等差异都会影响设备运转。

G | 当时公司团队远赴墨西哥进行“陪产”，在当地工厂驻场调试，确保设备在海外产线上也能稳定运行，这个过程相当考验公司的“技术+服务”落地能力。         第二阶段是“方案出海”，这个时候不只是卖一台设备，而是提供完整的品质管控解决方案，包括软件平台+硬件设备+本地化部署+持续运维服务。“这个阶段我们更进一步，开始主动对接海外制造企业的整条产线需求。”傅彦说。

H |          而眼下，数之联正在向第三阶段迈进，就是“标准出海”。

I | “我们希望把中国工业AI质检的行业标准、技术规范带出去，让海外工厂用我们的标准建产线。”傅彦介绍，比如在新型显示领域，公司的ADC系统已经成为行业新建工厂的标准配置。         多年努力结出硕果。据了解，目前，数之联的产品已经出口到墨西哥、斯洛文尼亚、泰国、越南、巴西、印度、奥地利等多个国家，覆盖了新型显示、家电制造、3C等行业的海外工厂。2025年，公司入选“中国AI出海未来独角兽TOP100”榜单，目前海外客户数量和销售额还在持续增长。         互惠共赢：          以“技术+服务”双轮驱动走向世界          傅彦认为，出海是企业发展壮大的重要路径，但也面临诸多困难和挑战。

J | 在本地化适配方面，每个国家的产线环境、操作习惯以及气候条件都不一样，设备到了海外需要重新调优，成本比国内高很多；在售后服务方面，出了问题不能像国内一样第一时间响应，因此公司在技术上做了大量远程诊断和云边协同的设计，让设备具备自诊断、远程升级的能力；在品牌认知方面，海外客户对“中国AI”的认知还在建立过程中，尤其是对标国际大厂，公司需要用实际效果来证明“中国方案”不比他们差。         而应对的核心，就是“技术+服务”双轮驱动。

K | 傅彦介绍，从技术上，公司的AI算法基于海量真实工业数据训练，准确率国际领先；从服务上，公司坚持“陪产式”交付，跟客户一起驻场，确保设备和系统稳定运行后再撤离。“数之联的口碑就是这么一个一个客户做出来的。

L | ”傅彦说。         拓展的脚步不会停止。

M | 傅彦告诉记者，接下来将跟着头部客户继续拓展海外市场，特别是东南亚和拉美这两个制造业增长最快的区域，配合客户的全球产线布局，提供本地化部署。同时，公司将推动品质智能体平台向轻量化、标准化演进，降低海外客户的导入成本和使用门槛，让中小工厂也能用得起。         另外她介绍，公司还将借助国际展会和合作平台扩大品牌影响力，比如链博会、东盟博览会等，让更多海外客户了解中国工业AI质检的技术实力。         此次APEC数字和人工智能部长会议及数字周相关活动在成都举行，也为企业出海增添了信心。在傅彦看来，重磅活动的落地，是成都人才、政策、产业等优势的直接体现。作为四川省首批人工智能产业链链主企业，数之联将持续做好技术引领、生态聚合以及场景输出，构建工业品质检测智能体管理平台，向更多行业和区域进行复制推广。         红星新闻记者 王俊峰 实习记者 帅毅恒 摄影记者 陶轲          编辑 李钰仪。

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