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GCSA Insight: Critical Security Vulnerability Discovered in a Leading Robotics Manufacturer’s Product, with System-Level Privilege Compromise Verified on Physical Hardware As artificial intelligence and embodied AI technologies continue to advance, robots are evolving from conventional automated machines into intelligent systems capable of perception, decision-making, and autonomous operation. At the same time, cybersecurity risks are extending beyond software and data into the physical world. The security of robotic systems is no longer solely a matter of protecting data and devices; it can also directly affect operational safety, physical environments, and user safety. Recently, the security research team of the Global Cybersecurity Alliance (GCSA) discovered and verified a critical security vulnerability in a product developed by a leading robotics manufacturer. Through in-depth analysis and multiple rounds of testing on physical hardware, the team successfully breached the device’s system security boundaries and obtained the highest level of operating system privileges in a real-world device environment, demonstrating the vulnerability’s actual impact under specific testing conditions. This research encompassed the entire process, from identifying the security flaw and assessing its risks to validating its impact on physical hardware. The findings also highlight significant challenges facing the underlying security mechanisms of embodied AI systems. The research findings and supporting evidence have been formally submitted to the manufacturer. On November 13, 2026, the manufacturer responded by email, preliminarily confirming the existence of the vulnerability and stating that it had initiated internal remediation efforts and an assessment of the scope of affected products. It is important to emphasize that confirmation of a vulnerability does not mean the associated security risks have been eliminated. GCSA will continue to monitor the manufacturer’s assessment of the affected scope, remediation plans, and subsequent security validation, and will update its research findings as new information becomes available. For intelligent systems capable of physical interaction and movement, timely, effective, and verifiable security remediation is particularly important. In accordance with responsible vulnerability disclosure principles, GCSA is currently withholding sensitive information, including the manufacturer’s identity, specific product details, the vulnerability’s underlying mechanisms, and exploitation methods. GCSA is currently seeking guidance from relevant authorities and regulatory bodies regarding the associated security risks. Taking into account the manufacturer’s remediation progress and a comprehensive assessment of potential security implications, GCSA will carefully determine the appropriate arrangements for further disclosure. Subject to appropriate conditions and upon obtaining the consent of the relevant authorities and regulatory bodies, GCSA will publicly release a detailed security insight report, providing the industry with ongoing updates on the research findings and associated risk assessments. The findings of this research are based on specific testing environments and the evidence obtained to date. They do not imply that other product models or similar robotic systems are affected by the same security issue. This security research and validation on physical hardware represent one of GCSA’s initiatives in the field of embodied AI security. GCSA will continue to advance security research, coordinated vulnerability disclosure, and industry collaboration to promote stronger security response mechanisms across the artificial intelligence sector, enhance product security, and strengthen industry trust. 🔗 Read the full report: · Stay Connected with GCSA Follow GCSA's official social media channels for the latest news, product launches, research developments, and ecosystem updates. GCSA Official Telegram Channel: GCSA Official WeChat Account: #GCSAInsight# #GCSACybersecurity# #GCSASecVibe#

Dylan Patel says Alice Huang was telling everyone on WeChat she could get them Nvidia chips in China, and Jensen probably knew "I actually don't think she's a spy in the colloquial sense. And I don't think she's a honeypot in the colloquial sense. She is a well-connected individual in the Chinese, you know, business world and family." "And if you're well connected in China, if you're well connected in America, you will talk to intelligence agencies when they tell you to." [ The CIA was asking me for your personal phone number and I had to tell him to take a hike. ] "She was clearly like showing everyone on WeChat she is close to Jensen and can get them chips in China. Jensen, did he know? Probably." "But like Super Micro didn't have to honeypot Jensen to ship billions of dollars of servers to China, right?"

🇨🇳🇨🇳🇨🇳🇨🇳🇨🇳🇨🇳🇨🇳🇨🇳🇨🇳🇨🇳🇨🇳 Liebe chinesische Freunde, darf ich euch mal etwas Neugieriges fragen? In China gibt es WeChat, Weibo, Douyin, Bilibili … das ist quasi ein völlig eigenständiges Social-Media-Ökosystem. Was zieht euch also trotzdem zu X – obwohl der Zugang zu dieser Plattform in China eigentlich direkt verboten ist? Liegt es daran, dass es auf X mehr internationale Informationen gibt, man freier fluchen kann, die Verdienstmöglichkeiten attraktiver sind, man sich Filme für Erwachsene ansehen kann – oder einfach an dem Wunsch, die Welt da draußen zu entdecken? 🤭🤭 Ich bin gespannt auf eure ehrlichen Antworten! 👀

从夯到拉的港卡排序 1. 众安银行（夯） • 优势：纯线上操作，10分钟搞定，下卡成功率极高，无最低存款要求；Visa卡消费有回赠，App为简体中文界面，对内地人友好；活动多，App内可直接购买港美股、基金，支持零元理财，是学生党港卡入门首选。 • 劣势：实体卡需收取35港币。 2. 汇丰银行（顶级） • 优势：全球网点多，转账额度高达300万港币；蓝狮子免外币交易费，支持全球多币种直接扣款，还有0.4%返现；绑定WeChat Pay HK在内地消费200港币内免手续费。 • 劣势：从今年起需存1万港币，否则每月收取100港币管理费。 3. 恒生银行（顶级） • 优势：香港本地网点多（约220家分行），属于低配版汇丰且免管理费；预约办卡流程极简，还有返利活动。 • 劣势：手机银行App体验较差。 4. 建行亚洲（人上人） • 优势：内地柜员机取现免手续费，可作为中银香港的平替选择。 • 劣势：工作效率极低，审核速度慢，提交申请40多天仍未通过。 5. 中银香港（NPC） • 优势：内地人可与内地中行同名转账免手续费，可绑定微信消费，无管理费。 • 劣势：申请难度大，线下办理需海外资产证明，线上申请拒签率高达90%，还卡双字名。 6. 工银亚洲（NPC） • 优势：与国内工行深度绑定，可与中银一样互转免手续费；支持线上提交资料预约，到香港分行激活。 • 劣势：开户流程复杂，激活前柜员会询问开户原因，需到香港固定地点开户（VTM柜员机视频开户或线上填资料后线下激活），且并非100%成功，准备资料较多。 7. 渣打银行（拉完了） • 优势：多币种账户好用，跨境转账速度快。 • 劣势：普通大学生开户门槛高，需50万验资，办理优先理财且6个月内存100万港币，否则每月300港币管理费。 8. 象象银行（拉完了） • 优势：支持内地与香港跨境支付通，首次资金回国无手续费，卡面可自选图案。 • 劣势：整体体验感一般，申请实体卡需50港币。 9. 蚂蚁银行（拉完了） • 优势：可连接AlipayHK使用。 • 劣势：无实体卡，体验一般，开户后基本闲置，中转功能不如众安银行顺手。 以上排序和评价均为个人观点，仅供参考。

我是Yuziii，零帧起手——点个关注再走😎 25 年 12 月，我刚从 UCL 毕业。对这个年龄来说，我的经历不算少：上海德勤、作业帮、腾讯、香港咨询、Crypto Card / 支付渠道、火币HTX，再到现在一家澳洲持牌券商 / Web3 CEX / 多资产交易平台集团，做生态 BD。该转过的场，大部分都转过一遍。不是为了把简历写满，是想先看清零售交易这件事到底是在哪一层创造价值。 我现在做的事很具体：负责支付渠道合作方拓展、管理和战略规划。把外部能力接进平台——上游流动性、KYC、交易教育、最后则是最重要的支付和加密能力。谈的是覆盖、接口、资质、费率、结算、数据驻留，以及能不能从评估推进到测试、上线。不是只写研报，是把合作真正跑起来。 我选择停在 Forex × Web3，是因为我觉得零售交易已经不是“炒外汇的”和“炒币的”两套圈子。大家抢的是同一批用户的开户、入金和交易时长。Robinhood 这类零售经纪是大赛道里的另一支：从证券账户往多资产和链上扩。我们不是同一条产品线。外汇 / CFD 平台给客户的是保证金合约，不是股东账户；真正决定平台能不能活的，是执行质量、对冲、核验、资金能不能合法地进来出去。纯 Crypto 叙事会过季，牌照边界、渠道和资金流不会。年轻时把场子走宽，是为了现在能判断哪一层值得深挖。 所以我以后会持续更新这些： 
• 外汇平台生态里，一类合作是怎么被筛掉、怎么被推进、最后卡在哪
• 流动性、KYC、支付和平台工具落地时才会暴露的细节
• 渠道、合规、产品、技术挤在一起时，项目为什么走不动
• 零售交易入口变宽之后，Forex 和 Crypto 到底在哪些地方开始重叠
• 一个刚毕业、但已经在前线待过几轮的人，怎么选战场 ……等等，以及很多大家想看的～ 欢迎粉丝宝宝投稿提问！ 别人如果要用几个词概括我，大概是：独特、创新、务实、热爱挑战、MIND FREE！ 
我给自己的要求很简单：只写自己经手过或判断过的事，不把听来的故事说成亲历。 关注我，你可以预期： 1. 一线合作的推进逻辑，不是口号 2. 零售交易平台交界处正在发生什么，而不是又一篇宏观复读 3. 一个同龄人的职业选择样本——不是完美路径，但是验证过的路径 不装全知，不构成投资建议。 同时，我也在这里长期招募合作方，目前优先：上游做市商 / 对冲账户、KYC/KYB、聊天工具、直播工具。 
发方案请写清品类、覆盖地区、接口、资质、计费和可测试时间。 
Telegram：@Monaaa_Y WeChat：Monaaa_Y 想认识我，从这条置顶开始；想合作，快把材料发给我～

Omarchy 让Claude 定义F1作为截图快捷键，截图后进入编辑页面可以标注 定义快捷键是为了和Snipaste使用习惯一致 有了Omarchy，大大降低了购买Mac的欲望了 - 开机速度快 - 界面很丝滑 - 良好的shell - wechat/feishu 都有linux版本 基本上我需要用的都有了 且我又不开发iOS