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Thinking in public.
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AI manipulation is not a future risk. It is a present design choice. We help individuals see clearly and organisations stay compliant.
AI操控不是未来的风险，而是此刻的设计选择。我们帮助个体看清真相，帮助企业合规运营。
Explore →AI systems that deploy subliminal, manipulative, or deceptive techniques are now prohibited or regulated under major jurisdictions. Whether your AI personalises recommendations, drives engagement, or interacts with users emotionally — you may already be in scope. 部署潜意识操控、欺骗性或操纵性技术的AI系统，现已在主要司法管辖区被禁止或受到监管。无论你的AI是在做个性化推荐、驱动用户参与，还是与用户进行情感互动——你可能已经在监管范围之内。
Prohibits AI systems deploying subliminal techniques, manipulative methods, or deceptive mechanisms that distort behaviour and cause significant harm. Enforceable since February 2025. Penalties up to €35M or 7% of global annual revenue.
Regulates AI services providing continuous emotional interaction. Prohibits manipulation of minors, dignity violations, and large-scale unlawful discrimination. Takes effect July 15, 2026. Part of China's expanding AI governance framework under the CAC.
Be the first to access our AI anti-manipulation compliance audit tools.
率先获取我们的AI反操控合规审计工具。
Some things can't be said to the people closest to you. Not because they wouldn't care — but because they wouldn't hear it the way you need it to be heard.
有些话说不出口，不是因为没人在乎，而是因为没人能以你需要的方式听到。
This is not therapy. Not coaching. Not advice. It is one hour with someone whose only agenda is to understand what you're actually saying — including the parts you haven't said yet.
这不是治疗，不是教练辅导，也不提供建议。这是一小时与一个人的对话——这个人唯一的意图，是理解你真正在说的，包括你还没有说出口的部分。
If something you share sparks a creative impulse, it may find its way into an anonymous piece of music or writing — stripped of all identifying detail, transformed into something universal. Your pain doesn't disappear into silence. It becomes art that someone else will recognize as their own.
如果你分享的内容激发了创作冲动，它可能会以匿名的方式出现在一首歌或一篇文章中——去除所有可识别的细节，转化为普遍性的表达。你的痛苦不会消失在沉默里，它会变成别人也能辨认出的东西。
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Multilingual across Eastern and Western cultures. Twenty years in enterprise technology sales and entrepreneurship. Published academic research on AI ethics. Survivor of a high-conflict family law case involving NPD-pattern manipulation.
横跨东西方文化，多语言背景。二十年企业级技术销售与创业经验。已发表AI伦理学术研究。曾亲历一场涉及NPD操控模式的高冲突家事法律案件，并从中幸存。
This work exists because I noticed something: the same manipulation patterns I spent years identifying in high-conflict personal and legal situations are now being engineered into AI systems at scale. The playbook is similar but not identical — love-bombing, isolation, removal of exit options. Only now it's automated, optimised, and sold as engagement.
这项工作的存在，是因为我注意到：我花了数年在高冲突的个人与法律情境中辨认出的操控模式，如今正在被大规模地工程化植入AI系统。剧本相似但不完全相同——爱轰炸、孤立、移除退出选项。只不过现在它是自动化的、被持续优化的，并以"用户参与"的名义被出售。
I build tools to see it. I write to name it. Sometimes I turn it into music.
我构建工具来看见它。我书写来命名它。有时，我把它变成音乐。