The Legal Playbook for AI products
AI risk, regulation, and product reality for startup builders
As more startups build and ship AI products, legal, reputational, and governance risks are becoming impossible to ignore. From privacy breaches and cybersecurity concerns to emerging regulations and compliance expectations, founders need a clearer understanding of how to build responsibly in a fast-changing landscape.
Taiwan AI Startups Community is an IRL-first community bringing together founders, engineers, researchers, students, and operators who are actively building and using AI in Taiwan. The community exists to create a clear meeting point for Taiwan’s AI ecosystem, connecting people across disciplines and stages, and focusing on real experience over theory or hype.
Presenter: Matthew Seet
A Singaporean holder of the Taiwan Gold Card, Matthew is the author of four books on AI risk management in legal contexts, published or forthcoming with global legal and technology publishers including Springer Nature (Apress) and Globe Law and Business. He is also the founder of a legal AI risk management edtech company and a former international law lecturer at the National University of Singapore.
Presentation Title: Navigating AI Risks and the Evolving Legal Landscape
In the age of AI-enabled cybersecurity attacks and privacy breaches, trust is in short supply. This presentation explores how startups can manage the risks of artificial intelligence while complying with the law.
Matthew will cover:
the financial, reputational, and legal risks of building, using, and selling AI tools
the changing and often confusing regulatory landscape, explained for non-lawyers
the usefulness of governance standards such as the “ISO trifecta” in managing AI risks
Discussion Topic (after the presentation):
What Founders Need to Know About Building AI Products
Following the presentation, we’ll continue with a founder-focused discussion on the real legal, product, and governance questions startups face when building and applying AI.
Who This Event Is For
founders and operators building or deploying AI products
engineers, researchers, and product people working with AI in practice
students and professionals who want a clearer understanding of AI risk and regulation
anyone interested in the real-world legal and governance questions around AI
We’ll leave time at the end for networking and informal conversation.
活動介紹
給 AI 創業者的風險、法規與產品實戰視角
隨著越來越多新創開始打造、推出並應用 AI 產品，法律、聲譽與治理層面的風險，已經變得無法忽視。從隱私外洩、資安威脅，到持續演變中的法規與合規要求，創辦人需要更清楚理解：在快速變動的環境中，該如何更負責任地打造 AI 產品。
Taiwan AI Startups Community 是一個以實體交流為主的社群，聚集在台灣實際打造、使用與推動 AI 的創業者、工程師、研究者、學生與營運者。我們希望為台灣的 AI 生態系建立一個更清楚的交流節點，讓不同背景、不同階段的人都能互相連結，並把焦點放在真實經驗與實務交流，而不是紙上談兵或追逐 hype。
講者
Matthew Seet
Matthew 來自新加坡，持有台灣就業金卡（Taiwan Gold Card）。他已出版或即將出版 4 本探討 AI 風險管理與法律應用的著作，合作出版社包含全球法律與科技領域的重要出版機構，如 Springer Nature（Apress）以及 Globe Law and Business。他同時也是一位專注於法律 AI 風險管理的教育科技創辦人，並曾任新加坡國立大學（National University of Singapore）國際法講師。
講題
Navigating AI Risks and the Evolving Legal Landscape
在演變中的法律環境中，如何面對 AI 風險
在 AI 驅動的資安攻擊與隱私外洩愈來愈常見的時代，信任正變得更加稀缺。這場分享將聚焦於：新創公司在遵循法律要求的同時，該如何管理人工智慧所帶來的各種風險。
Matthew 將分享以下內容：
打造、使用與銷售 AI 工具時，可能面臨的財務、聲譽與法律風險
持續變動、且往往令人困惑的法規環境，並以非法律背景的人也能理解的方式說明
治理標準（例如 “ISO trifecta”）在 AI 風險管理中的實際價值與用途
講後討論主題
創辦人打造 AI 產品時需要知道的事
在正式分享之後，我們將接續進行一場以創辦人為核心的交流討論，聚焦於新創在打造與應用 AI 產品時，實際會遇到的法律、產品與治理問題。
適合參加對象
正在打造或導入 AI 產品的創辦人與營運者
在第一線實際使用 AI 的工程師、研究者與產品工作者
想更清楚理解 AI 風險與法規議題的學生與專業人士
對 AI 在真實世界中的法律與治理問題有興趣的任何人
活動最後也會保留一些時間，讓大家自由交流與 networking。