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i see this on my tl sometimes and it’s the goofiest most infuriating thing ever like girl ur a millionaire using AI to make a selfie for u??? when u could easily just snap a pic in ur million dollar house in SoCal with floor to ceiling windows & perfect natural light 24/7?

今天晚上 10 点，我的 Claude 老号毫无征兆被封了。 用了大半年，一直为了这个账号小心翼翼供着原生家宽 IP。 并且这个账号过kyc后买来一路从免费版升级： $20 尝鲜 $100 重度主力使用了好几个月 最后开到顶配 $200 结果 $200 还没 $100 用得久，用了不满两个月直接阵亡。 我第一反应先是骂A ÷玄学风控、同时怀疑自己节点是否被标记不干净。 但静下心拉了 Clash 的连接日志，把 Mac 上的路由表、DNS 和后台进程彻底摸了一遍，我服了。 面对AI风控,现在大部分教程都在疯狂教你折腾“纯净住宅 IP”。 其实真正害死账号的，往往是本地网络环境的“精神分裂”。 这里我实践排查出来的 3 个致命硬伤： 1.Claude Code 压根不支持 SOCKS很多人随手配个 socks5 变量，但官方文档写得清清楚楚：只认 HTTP_PROXY 和 HTTPS_PROXY，不支持 SOCKS。配错了对应出口后它根本不认，流量直接裸奔或异常打架。 2.IPv4 和 IPv6 严重割裂IPv4 规规矩矩走了家宽节点，IPv6 却在本地直连或者经由不同的虚拟网卡分流。在服务端眼里，你相当于上一秒在美国，下一秒直接瞬移。 3.终端、桌面端、浏览器出口完全不一致CLI 终端走一套环境变量，桌面端走 TUN，浏览器还带着残留的动态端口后台重启。同一个账号，几个客户端同时挂着完全不同的出口在调用。 所以说原生家宽固然重要。 但本地网络没有对齐，IP 买再贵也是白送。 所以如果你也是AI重度用户，给几个我自己实践用过的排查建议： 明确禁用或阻断 IPv6，确保没有双栈绕过 给 Claude Code 显式配置 HTTP 代理，别依赖 SOCKS 统一所有客户端走同一条出口路径，排查并干掉后台偷跑的僵尸进程(claude codex都要监控) --- 最后祝大家的账号都安好,能够安心使用AI🫰

🚨 HOLY CRAP! UK authorities are RELEASING the 5 suspected terrorists who got close to bombing/attacking RAF Fairford base, which is used by American troops RELEASED ON BAIL. This is UTTER MADNESS! "Following extensive interviews...the 5 men who were arrested are being released on police bail this afternoon." "This does not mean the investigation is over. They are subject to stringent conditions." Why would they do this?! KEEP THEM BEHIND BARS Under NO CONDITIONS should they be released. Even President Trump said we knew about this would-be attack before it happened Now they're going back into society? THE UK IS COOKED unless this soft-on-crime BS stops!

Higgsfield is the most untold story in tech. $1BN in ARR in 18 months. Faster than everyone other than OpenAI and Anthropic. They spend $4M a month on models. They expect this to be $100K per person per month. They have 150 people working in a content machine. They will breed more millionaires than any other company in Kazakh history. For the first time, @alexmashrabov on the journey to $1BN in ARR. (below) 1. The Power of the Immigrant Founder Coming from Uzbekistan, Alex was pushed into competitive programming at age eight as his single path to reach the United States. For international founders, placing top in global competitions serves as the ultimate social elevator, instilling the relentless work ethic required to build breakout companies. 2. My Biggest Lessons in the Journey to Finding Product-Market Fit @higgsfield burned over $10 million of its $16 million seed round chasing hype and narrative rather than product quality. With under $5 million left, the team pivoted to product-led growth, solving camera control for creative directors, which immediately triggered organic hypergrowth without paid ads. 3. The 150-Person Content Team Powering Higgsfield's Billion in ARR Nearly half of Higgsfield's workforce consists of 150 in-house creative professionals producing tutorials, ads, and cinematic projects. Generating 90 minutes of TV-quality AI video requires 100 hours of raw output, proving human taste and curation remain the primary drivers of distribution. 4. We Spend $4 Million per Month on Models Higgsfield spends $4 million monthly on internal model usage, averaging $10,000 per employee so teams can freely vibe code and test workflows. Uncapped inference compute acts as a force multiplier, allowing top talent to discover breakthroughs at maximum velocity. 5. Why Chasing Benchmarks Is Bullshit and the Corporate Misalignment Occurring Public benchmarks have devolved into corporate psyops where lab researchers overfit test data to secure bonuses before job-hopping. Text-to-video benchmarks ignore real production workflows requiring 3,000-word prompts, proving direct customer iteration beats artificial leaderboards. 6. Why Team Sizes Won't Be Impacted as Much as People Think While AI handles over 60% of basic support requests, complex B2B environments cannot eliminate human teams. High product velocity constantly shifts rules and context, requiring smart, coordinated operators across legal and customer success. 7. Americans Are Way More Promiscuous When It Comes to Leaving Companies Silicon Valley workers routinely jump jobs every two years, prioritizing short-term trends over deep commitment. This transactional market gives international hubs an advantage, where cultural loyalty and team stability build compounding technical moats. (links in comments)

20岁，我成了A10 大佬唯一弟子，入职不到两月分成10W+，自己也谈过几单下来10W+的律所培训合作。 虽然看似小有成就，但这是我踩了无数坑、拼了命抓住每一次机会汇聚成的结果。 大一的时候，我还是一个很传统的八爪鱼法学生，竞赛科研绩点一起抓，用一年半时间拿了3个国奖、15个省奖。 后来，学校保研政策突然变了🥲，我才觉醒之前玩的都是过家家游戏，逐渐把重心转移到真实社会。 AI、法律实务、自媒体、创业……我都做，而且我发现，来到新的游戏规则，我还是挺会玩！ 之前的一次跨国研学，本是再普通不过的纯旅游活动，但晚上的慈善晚宴，我跑去和各行业大佬social，硬生生碰出了意想不到的机会——有幸参与到联合国环境规划署在新加坡的项目。 后来去深圳某红圈所实习，发现自己是纯牛马😅😅😅前途没有希望，于是用 ChatGPT搜索在深圳本地举办的法律界商务活动。 有个活动相当牛逼，参会的老板都交了6万会员费，但我又肯定没有那个实力🥺。。。 所以我想了个歪招🤪，去找到了活动主理人的社媒，私信问能不能去兼职帮忙办活动。 就是在那里，我遇到了现在的老板。他应该是觉得这活动太无聊，就和我聊了起来。 刚好聊到 AI 这块，他非常感兴趣，又知道我过去的法律背景，最后就直接邀请我去上海跟着他干。 更疯狂的是，当天凌晨他发出的邀请，我第二天毫不犹豫，就直接跟我老板从深圳飞去了上海。 我当时的想法很简单：这个机会可能会把我带到一个更大的世界，那我就去，莽就完了！👊🏼 这一次，我赌对了，我成了他目前唯一正式带的徒弟。 很多朋友说我很会向上社交，我以前也这么觉得，后来发现不完全是。 诚然，我确实慕强，但不太怯。碰到比我厉害很多的人，我不会急着证明其实我也很厉害，毕竟我是真草台。 我更想知道：你为什么这么厉害？你是怎么做到的？这里面有什么是我可以学走的？ 社交只是入口，从里面收获，擅于从里面收获，才是核心能力。 我现在20岁，X上比我会赚钱、会AI、会做产品、会创业的佬太多了。我现在做出的这些东西，放进更大的世界里，都还很渺小。 但这不妨碍我对自己有一种近乎固执的自信：我会迅速地成长。也能在较短时间找到自己在X里的生态位。 接下来我也会在X上持续分享AI、自媒体、金融、投资、法律等领域的实战知识👇 1、在处理社交类问题颇有心得，比如结交贵人（年长/同龄/年下）、家庭关系处理等。 2、我目前深耕于伪投资、伪金融领域，如各位有被诓骗/要开脱的需求，欢迎咨询（限国内和新加坡），我的案例经验绝对是少见的丰富。 3、我是个大E人，所以在销售方面也比较有经验，之前在法律AI领域也成交过好几个大项目，接下来也会继续培养此技能。 欢迎大家来和我交朋友～

After the tea, President Xi Jinping and Madame Peng Liyuan visited the National Archives accompanied by President and Mrs. Trump.  President Xi underscored that China and the United States are distinct in many ways, with different histories, cultures, social systems and development paths. But the people of China and the United States are just like each other in aspiring for a better life. By recognizing and respecting the differences, understanding and learning from each other, focusing on the greatest common ground, lengthening the list of cooperation and properly managing differences, the two countries can achieve steady and long-term development of their relationship.

🚨BREAKING — HUGE SCOTUS WIN: The Supreme Court 6-3 has GREENLIT the Trump administration's revamped SAVE citizenship verification database for states to PURGE the voter rolls of illegal voters during the 2026 midterms LET'S GO!! 🔥 Liberals Jackson, Sotomayor and Kagan dissent, imagine that. They're pro-fraud! The modified SAVE system allows state and local officials to conduct citizenship verification of registered voters, including through Social Security Administration records and SSNs NOW PASS THE SAVE AMERICA ACT. Bulletproof our elections!