Beyond the Cloud: Exploring the Benefits and Challenges of On-Premises AI Deployment
当您提到外行和AI工程师的AI时，云可能是想到的第一件事。但是为什么，到底呢？在大多数情况下，这是因为Google，Openai和Anthropic的负责人，但他们没有开源模型，也没有提供本地选择。当然，他们执行[…]超越云层的帖子：探索本地部署的好处和挑战，首先出现在Unite.ai上。
Gou Rao, CEO & Co-Founder of NeuBird – Interview Series
goutham（gou）rao是Neubird的首席执行官兼联合创始人，Neubird是霍基（Hawkeye）的创建者，霍基（Hawkeye）是世界上第一位发电的AI驱动的ITOPS工程师，旨在帮助IT团队立即诊断和解决技术问题，从而实现人类团队和AI之间的无缝协作。 Rao是具有良好往绩记录的连续企业家，已共同创立并成功地退出了多家公司。 […] Neubird的首席执行官兼联合创始人 - 访谈系列首次出现在Unite.ai上。
Happy Thanksgiving from Task & Purpose, and thank you to our readers
没有你们，我们无法完成这项工作。帖子“Task & Purpose 祝您感恩节快乐，并感谢我们的读者”首先出现在 Task & Purpose 上。
Как бизнесу защититься от киберугроз и не раздуть бюджет. Кейс компании «ДОМА» и УЦСБ SOC
中型企业和正在接近大型状态的公司很难组织信息安全流程。他们并不总是有足够的资源来购买设备和软件，培训员工或雇用新专家。同时，如果没有圆形的ib电路监视，即使是最现代，最昂贵的防护设备也只能生效50％。通过外包SOC来解决此问题 - 它使您可以根据工具，检查和系统集成器的系统来构建管理IB事件的过程。我们讲述了监测CPSB SOC网络安全的外包中心有助于加强数据保护并优化房屋公司IB事件的响应过程。客户及其任务：从一个SOC到另一家公司“房屋”的过渡正在开发Doma.ai软件平台，用于自动化房地产管理流程。在连接到USSB SOC之前，客户已经拥有有关信息安全流程组织的所有必要组成部分：基本的保
Why Task-Based Evaluations Matter
本文改编自我在Deeplearn 2025上的演讲系列：从原型到生产：代理应用程序的评估策略。基于TASK的评估，该评估衡量了AI系统在用例特异性，现实世界中的表现，不足和本局的研究。在AI文献上，仍然对基础模型基准有了重点。基准测试对于进行研究和比较广泛的一般能力至关重要，但是它们很少干净地转化为特定于任务的性能。为什么基于任务的评估重要的帖子首先出现在数据科学方面。
Maximize HyperPod Cluster utilization with HyperPod task governance fine-grained quota allocation
我们很高兴地宣布高元素和内存配额分配的一般可用性，并宣布高架任务治理。借助此功能，客户可以优化Amazon弹性Kubernetes服务（Amazon EKS）上的Amazon Sagemaker HyperPod群集利用，分发公平用法，并支持不同团队或项目之间的有效资源分配。有关更多信息，请参见HyperPod Task Task Ponsectance […]
Admiral Sir Derek Reffell obituary
My father, Derek Reffell, who has died aged 96, was a naval officer for more than 50 years, serving during the Falklands war and becoming controller of the navy in 1984. He was then appointed governor of Gibraltar.In his career as an admiral, a highlight was relieving Admiral Sandy Woodward as comma
#479 – Dave Plummer: Programming, Autism, and Old-School Microsoft Stories
Dave Plummer是一名程序员，前Microsoft软件工程师（Windows 95，NT，XP），Task Manager的创建者，两本关于自闭症的书籍的作者，以及Dave's Garage YouTube频道的主持人，他分享了他的职业生涯中的故事，有关软件开发的洞察力，深入了解技术。 https://lexfridman.com/sponsors/ep479-scsee以下有关时间戳，并给出反馈，提交问题，联系Lex等。 https://lexfridman.com/hiringOther - other ways to get in touch: https://lexfridma
Canada's PAL Aerospace acquires UK's Airtask Group
本文仅适用于商业航空新闻，运营商和机场数据的订阅。
Reeves considers replacing stamp duty with new property tax
Exclusive: Treasury examines options including tax on homes sold for more than £500,000 as well as overhaul of council taxThe Treasury is considering a new tax on the sale of homes worth more than £500,000 as a step towards a radical overhaul of stamp duty and council tax, the Guardian has been told
JustAskJacky: AI causes a Trojan Horse Comeback
尽管有些人可能想让您相信，但在过去几年中，特洛伊木马曾经是一种罕见的品种。但是由于AI和LLM，它们回来了。
Vacuuming, Mopping, Mowing: The Household Robots Are Coming
Vacuuming, Mopping, Mowing: The Household Robots Are ComingAccording to data from Statista Market Insights, reported by Anna Fleck, global revenue of service robots for domestic tasks is set to nearly double from $13.5 billion in 2021 to $22.8 billion in 2027. Meanwhile, the total number of consumer
Historic MRC strike and allied air defense enables combined maneuver in Northern Australia
Northern Territory, Australia — In a historic first for the Indo-Pacific, U.S. and Australian forces executed a fully integrated precision fires sequence, July 15-16, 2025, leveraging the U.S. Army’s Mid-Range Capability (MRC), also known as the “Typhon” missile system, in coordination with the U.S
Australia Hosts First Live Fire of SM-6 at Target Ship Outside the U.S.
The U.S. Army’s 3rd Multi-Domain Task Force conducted in the opening days of Exercise Talisman Sabre 2025 the first Mid-Range Capability live fire exercise outside the U.S. The U.S. Army conducted the first live-fire of an Standard Missile 6 (SM-6), part of the Mid-Range Capabilities (MRC) Typhon sy
我在上周发布的一些有趣的链接（我还将这些链接发布在Mastodon，Threads，NewsMast和Bluesky上）：AI可以帮助改善员工的保留吗？经理会对它可能揭示的内容感到高兴吗？ https://www.datasciencecentral.com/utilize-machine-learning-to-improve-emplove-rployee-retention-rates/this Clown因其角色而毫无疑问，为什么他未能以有意义的方式脱颖而出？ https://www.theverge.com/ai-Artaver-intelligence/697129/rfk-jr-
The Tri-Ship America Amphibious Ready Group Visits Brisbane
DARWIN, Australia – In a first-of-its-kind operation, U.S. Marines with the Marine Rotational Force – Darwin (MRF-D) 25.3 Marine Air-Ground Task Force (MAGTF) used the Tactical Air-Ground Refueling System (TAGRS) to refuel an Australian ARH Tiger helicopter for the first time, showcasing the expandi
Shielded Diffusion: Generating Novel and Diverse Images using Sparse Repellency
扩散模型正在生成越来越现实的图像。但是，当用相同提示反复反复发电图像时，从业人员通常会获得相同的，极为怀疑的模式的轻微变化。结果，大多数模型无法重新折断数据中固有的多样性，这阻碍了它们与CreativEtasks或为世界模型提供动力的能力。这项工作提出了一种非常有效的和一般的方法，可以将生成的图像从一组参考图像组中驱逐出去。这是通过在散布中引入数据驱动的驱除术语来实现的。
NATO ACT deploys unmanned vehicles for surveillance in the Baltic Sea
NATO is experimenting a number of unmanned systems in the Baltic Sea as part of Task Force X. This initiative enhances the Alliance’s maritime security posture, improving situational awareness, strengthening surveillance, and protecting critical undersea infrastructure… NATO Allied Command Transform
