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50 Tbps per Starship is massive. Global international bandwidth is ~2,260 Tbps total. One flight adds over 2% of all cross-border capacity. It unlocks fiber-like speeds nearly everywhere, supports millions of concurrent high-res streams or AI transfers, and creates a resilient space mesh that reduces reliance on undersea cables while enabling high-bandwidth links for lunar and deep-space missions.
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Zambia has started connecting 751 health facilities across all 10 provinces with Starlink, and the first 90 kits went to Western Province. There's something poetic about where they started. Every year at the end of the rainy season the upper Zambezi floods the Barotse plain, and for centuries the Lozi king has left his compound at Lealui by royal barge and moved to higher ground at Limulunga. The ceremony is called Kuomboka. In Lozi it means "to get out of water." Now picture running fiber or building towers across land that turns into a lake for part of every year. A Starlink dish only needs a clear view of the sky, so the water below stops being the problem. In March 2020, months before Starlink had its first beta users, Elon Musk said it would serve the 3 or 4 percent hardest-to-reach customers, people with no connectivity or really bad connectivity. Six years later, with funding from the Global Fund through Zambia's Ministry of Health, clinics on one of Africa's great floodplains are being brought into the country's electronic health systems from orbit.
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BREAKING: Starlink is bringing fast internet to rural communities in Timor-Leste. 🇹🇱 In Suco Aubeon, residents and community leaders now have @Starlink through VorakaiConnect, helping: • Families stay connected. • Residents access news and information. • Community leaders carry out local administration. Across the country, the Government’s partnership with Vorakai covers 450 village headquarters, using Starlink to connect local offices to digital government systems while fiber networks expand.
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Development of the Starbase supercompute site is creating an opportunity to address decades of environmental neglect. Portions of the property were used for unauthorized dumping dating back to the 1960s. We're undertaking cleanup efforts to remove decades of accumulated debris, including scrap metal, discarded appliances, old tanks, fiberglass insulation, construction materials, and thousands of illegally dumped tires
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Complex materials research is much easier to grasp when you can interact with the underlying math 🧶 From a 2026 study on knitted textile mechanics, Gemini 4 Carbon built an interactive 3D visualizer in @Antigravity tracking 110 individual fibers under tension.
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@minchoi The strange multiple of 110k is due to the number of fiber optic cables that can be plugged into a central switch
BREAKING: Fibergate has just launched a @Starlink Business equipment rental service in Japan 🇯🇵 Using KDDI’s Starlink Business, the service will bring high-speed internet to mountains, remote islands, construction sites, ships and areas affected by natural disasters.
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DeepSeek 开源的第一个 agent harness DSH,论文里堆满了范畴论符号,很容易让人觉得又是研究员在真空里搞出来的理论产物。但在仔细读完源码并与 Codex 逐行对照后,我的工程判断很明确:对绝大多数日常写代码的开发者来说,它重得毫无必要;但对探索自进化 agent 的工程团队来说,它搭建了一套目前其他方案完全没有的底层骨架。 架构上最本质的差距在于插件模型的选择。 Codex 代表了典型的声明式路线:插件只是磁盘上的文件夹,贡献的是 Markdown 写的 skill 文件、MCP server 配置或 shell 脚本。插件不进 harness 进程,也不在同一进程里跑代码,改完配置重启独立进程只需两三秒。对于搜索、加工具这类绝大多数日常需求,声明式模型简单可靠,门槛接近于零。 DSH 走的是命令式路线:插件带着自己的状态,直接跑在 harness 进程内部,互相注册与调用。一旦要在运行时替换插件,悬空引用清理、后台任务终止、依赖链协同以及崩溃回滚都会变成棘手难题。为此,DSH 引入了一套叫 Cordis 的重型运行时,单是管理 fiber 生命周期的核心模块就有 750 行代码。 如果只是为了替换搜索服务或挂载常用工具,让开发者背上 Cordis 这套复杂度完全是过度设计。但 DeepSeek 包这盘饺子的真实意图,隐藏在控制流结构里。 在 Codex 中,agent loop 的控制流被硬编码在 Rust 核心逻辑里,开发者只能在预设时刻挂载 hook,无法在运行时把单 agent 循环改成多 agent 协作循环。而在 DSH 里,agent loop 本身是放在 packages/core/agent-loop 中的一个普通 TypeScript 插件,向外提供 ctx.agentLoop 服务。只要实现相同的接口,运行中的控制流骨架随时可以整体卸载并替换。 Cordis 打造的那些副作用跟踪、依赖变动通知和事务性 HMR,本质上全是在支撑 agent loop 可替换这个核心目标。它保证了 agent 在运行期如果动态生成了新工具或新 loop,系统能在不中断进程的前提下平滑加载;一旦生成的代码出现错误,又能通过事务性回滚退回上一个稳定状态。 Codex 交付的是结构固定的成品家具,而 DSH 交付的是允许动态改造的生成内核。DSH 不会让你的日常 coding 变得更快,但它让 harness 本身具备了面向自进化进行物理扩展的可能。 深度剖析与两套架构的完整对照:
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For context, Global bandwidth is somewhere between 2-8 Pbps (2,000-8,000 Tbps) depending on if your measuring fiber public backhaul (like international fiber) or all public and private connections. 100,000 V3 Starlinks equals 100 Pbps 10x-50x the total bandwidth available today. If Starlinks V4s are 5x more capable we are looking at 50x-250x more bandwidth than world has today over the next 10 years. This may sounds like a supply shock but remember ~2B people don’t have regular access to the internet today, and we are connecting robots (digital and physical agents) to the internet at an accelerating pace. Distributed sensor data collection (on and off planet) is growing. On top of that individual internet usage does steadily increasing. In 10 years we’re probably going to move two orders of magnitude more information per second around than we do today.
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Every line is sculpted for performance. Every carbon-fiber detail has a purpose. Beneath its design, a 4.0-liter twin-turbo V8 engine paired with a permanent-magnet electric motor delivers 812 CV and 1000 Nm of torque, launching Lamborghini Urus SE Performante from 0–100 km/h in 3.3 seconds and on to a top speed of 312 km/h. #Lamborghini# #UrusSEPerformante# #UrusAtItsPeak#
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