
The missing layer of AI governance is the human one
Existing frameworks govern markets and organizations, but fall short at the exact moment a human must decide whether to trust an AI output.
Tiffany Xingyu Wang is an award-winning leader at the intersection of media, technology, and safety.
She is the founder of Songsheet, an AI lab building the trusted knowledge layer of the AI era, and author of The Trust Code: How to Unlock AI's Promise Without Losing Humanity (Wiley, 2026). She is also President and co-founder of Oasis Consortium, which launched Web3's first user safety standards.
Her work in digital trust and safety has been featured in TIME, MIT Technology Review, Forbes, and AdWeek. She is a World Economic Forum Young Global Leader, a senior non-resident fellow at the Atlantic Council, and was named Forbes' Most Entrepreneurial CMO and AdWeek's B2B Thought Leader.
Previously, Tiffany led Spectrum Labs from seed stage to acquisition and scaled OpenWeb to a $1.5 billion valuation before exiting to build AI guardrails for the industry. She holds two USPTO patents in machine learning for advertising.
Tiffany holds an LLB from Fudan University, a Master's in International Finance from Sciences Po Paris, and an MBA in Statistics from the Wharton School.
Existing frameworks govern markets and organizations, but fall short at the exact moment a human must decide whether to trust an AI output.
With the right guardrail systems in place, GenAI can become an enabler for companies, giving the C-suite the confidence to embrace AI for brand building.
数据至上的时代即将结束,取而代之的是由消费者的新价值观驱动的“信任转型”时代;企业必须把隐私、安全和多样性这三大道德支柱视为优先事项,以证明自己值得信赖;在人工智能主导的世界里,只有将信任和伦理视为战略性驱动力,企业才能蓬勃发展。
Businesses must demonstrate their trustworthiness by prioritizing three ethical pillars: privacy, safety and diversity: Here's how they can thrive in Web3.
The way we interact online is shifting away from creator-led content, and towards a community economy. To succeed, brands need to become community builders.
The relationship between brand and community will be central to Web3 – meaning every successful organization will need a Chief Trust Officer who will be essential to maintaining this rela...



