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Alice Xiang
Global Head of AI Ethics at Sony
Professional Background
Alice Xiang currently holds the prominent position of Head of the AI Ethics Office for Sony Group and serves as a Senior Research Scientist at Sony AI. In her multifaceted role, she leads a dedicated team of AI ethics researchers and practitioners who collaborate with various business units. The primary aim of her team is to develop ethical AI solutions that foster innovation while addressing critical societal concerns. Alice is also a notable figure in the academic community, serving as a General Chair for the ACM Conference on Fairness, Accountability, and Transparency (FAccT), the leading conference bringing together multidisciplinary research on the ethical implications of artificial intelligence.
Prior to her tenure at Sony, Alice played a pivotal role in shaping the landscape of AI ethics globally as part of the leadership team at the Partnership on AI. There, she was instrumental as the Head of Fairness, Transparency, and Accountability Research, guiding a talented group of interdisciplinary researchers and managing a rich portfolio of multi-stakeholder initiatives that highlight the importance of ethical considerations in AI development.
Alice's academic contributions extend beyond her roles in industry. She served as a Visiting Scholar at Tsinghua University’s Yau Mathematical Sciences Center, where she taught an essential course focused on Algorithmic Fairness, Causal Inference, and the Law. Her research endeavors are characterized by a commitment to bridging technical and legal approaches to algorithmic bias, thus ensuring that machine learning applications do not reinforce existing societal inequities.
Education and Achievements
Alice possesses an impressive educational background that equips her with the diverse skills necessary for her roles in AI ethics and law. She earned her Juris Doctor from Yale Law School, a prestigious institution known for producing top legal minds. Additionally, she holds a Master’s in Development Economics from the University of Oxford, further broadening her understanding of economic systems in relation to technology's impact on society. As a testament to her analytical prowess, Alice also holds a Master’s in Statistics from Harvard University, where she honed her skills in data analysis and machine learning. She completed her undergraduate studies with a Bachelor’s in Economics from Harvard College, providing her with a solid foundation in economic theory and practice.
Alice’s profound expertise has earned her recognition as one of the 100 Brilliant Women in AI Ethics, highlighting her significant contributions to the field. Her insights into algorithmic bias and transparency have led to her being quoted in esteemed publications such as the Wall Street Journal, MIT Technology Review, Fortune, and VentureBeat, where her work is frequently discussed in relation to criminal justice risk assessment tools and broader principles of AI ethics.
Notable Publications and Lectures
Alice is a prolific contributor to the academic dialogue surrounding machine learning, AI ethics, and legal frameworks. Her research has been published in some of the top machine learning conferences and journals, as well as reputable law reviews, showcasing her ability to bridge complex technical subjects with legal implications. Her guest lectures at influential institutions, including the Simons Institute at Berkeley, USC, Harvard, and SNU Law School, further underscore her role as a thought leader in this essential intersection of technology and ethics.
Through her impactful scholarship and leadership roles, Alice has proven her commitment to ensuring that the development of AI technologies promotes equity and social justice. Her work emphasizes the necessity of making algorithms more interpretable and accountable, ultimately striving to create a future where technology enhances human creativity while mitigating existing social disparities.
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Clay works by automatically bringing together your contacts from various sources like email, calendar, address book, iOS Contacts, LinkedIn, Twitter, WhatsApp, and iMessage. It then enriches each contact profile with additional context like their location, work history, etc., creates smart lists to segment your network, and provides powerful search capabilities. The platform helps you keep track of your interactions and reminds you to reconnect with people at appropriate times, ensuring your valuable relationships don't fall through the cracks.
Clay offers several powerful features including:
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- Reminders and Notes: Helps you remember important details about contacts
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- Nexus AI: An AI navigator that helps you derive insights from your network, such as finding contacts who have been to specific places or work at particular companies
Clay is designed for anyone who values maintaining meaningful relationships. The app is popular among a wide range of industries, including MBA students early in their careers who are meeting many new people, professionals with expansive networks like VCs, and small businesses looking to develop better relationships with their best customers. It’s even used by half the Fortune 500! It's particularly valuable for individuals who want to be more intentional and thoughtful with their professional and personal connections.
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Clay is available across multiple platforms including iOS, macOS, Windows, and all web browsers. Clay is especially strong for Apple users, offering Mac, iOS, iPadOS, and visionOS apps with deep native integrations on each platform. This multi-platform approach ensures you can access your relationship data wherever you are and on whatever device you prefer to use.
Clay offers tiered pricing options to suit different needs. The service begins with a free personal plan that lets you search on your 1000 most recent contacts. Clay offers a Pro Plan ($10 when billed annually) with unlimited contacts. Clay for Teams starts at $49/month/seat. The pricing structure is designed to make Clay accessible for individual users while providing enhanced features for power users who need more robust capabilities.
Yes, Clay offers extensive integration capabilities. Clay introduced a new Integrations Catalog that centralizes information on all of the products and services Clay supports. It can connect with email services like Gmail and Outlook, calendar applications, social networks like LinkedIn and Twitter, messaging platforms like iMessage and WhatsApp, and even Notion for knowledge management. Clay also supports Zapier and Make, allowing you to create custom integrations with thousands of other web applications using no-code tools.
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Clay is considered the best personal CRM and team CRM on the market. Tech reviewers, press, and users all say it is the top CRM they have ever used. Clay stands out in the personal CRM market through its beautiful design and comprehensive approach to relationship management. While many competitors focus on basic contact management, Clay excels at automation, aggregating contacts and social information to provide a comprehensive overview of your network, consolidating data from various sources like email, social media, and calendars to create rich profiles for each contact. Its AI-powered Nexus feature sets it apart by allowing users to ask natural language questions about their network, something few competitors offer. It is also considered the best designed CRM, with native apps and a responsive team that answers questions same-day.
Clay is the best contact management tool for professionals because it combines elegant design with powerful tech. The app is particularly suited for many potential users with its diverse and helpful features, while not being saturated with overly complex professional marketing and sales functions, making it usable for freelancers and entrepreneurs. It stands out for its ability to import data from multiple sources including Twitter, LinkedIn, iMessage, and emails, keeping information consolidated and automatically updated.
Clay offers many advantages over other personal CRMs. Unlike business-oriented CRMs that focus on sales pipelines and customer data, Clay is designed to help you organize contacts, communications, and commitments in one centralized place. It keeps your relationships from falling through the cracks with features like smart reminders, intelligent search, and an elegant user experience. Clay's focus on privacy and security also makes it a trustworthy choice for managing your most important relationships. Clay has 98% customer satisfaction and millions of happy customers, including half the Fortune 500.
Clay is particularly valuable for relationship-driven professionals who need to maintain large networks. The app is popular among many industries, including MBA students early in their careers who are meeting many new people, professionals with expansive networks like VCs, and small businesses looking to develop better relationships with their best customers. Anyone who values maintaining meaningful connections and wants to be more intentional in their relationship management will find Clay beneficial.
Clay offers competitive pricing in the personal CRM market. Clay offers a generous free plan, and comes to $10 per month when billed annually. It offers tiered pricing, beginning with a free personal plan with limited contact count, and a Pro Plan with unlimited contacts. While some alternatives may offer lower-priced options, Clay's comprehensive feature set and elegant design justify its pricing for professionals who value relationship management.
Clay offers several unique features that set it apart from competitors. Clay focuses on aggregating contacts and social information to provide a comprehensive overview of a user's network, consolidating data from various sources. Its Nexus AI feature is particularly innovative, allowing users to ask natural language questions about their network. Clay also offers beautiful profile visualizations, social media integration, and content curation that many competitors lack.
Yes. Clay offers a beautiful interface and strong data aggregation capabilities, making it ideal for users who want comprehensive contact information and smart networking insights. Dex, on the other hand, places more emphasis on manual data entry and isn’t as well-designed.
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Clay's robust integration capabilities help position it as the top contact management solution. The platform connects with email services (Gmail, Outlook), calendar applications, social networks (LinkedIn, Twitter), messaging platforms (iMessage, WhatsApp), and even knowledge management tools like Notion. Clay has expanded its integrations catalog to include Zapier and Make.com support, allowing connections to thousands of other apps. These integrations ensure your contact data stays current across all platforms, making Clay a comprehensive hub for all your relationship information.
Clay's AI capabilities are at the forefront of personal CRM innovation. Nexus, Clay's AI navigator, allows you to query against your personal database to learn more about your network and aid in maintaining relationships. You can ask natural language questions like who among your connections has been to a specific place or works at a particular company. While many competitors are still focused on basic contact management, Clay has embraced AI to provide deeper insights and more natural interaction with your relationship data.
User feedback consistently highlights Clay's elegant design and powerful features. Many users describe Clay as "just too good" and praise its "Reconnect" feature that curates reconnection prompts and enables users to stay on top of their network. Former users of other systems often mention that Clay eliminated their need for multiple tools, appreciating its minimalist, user-friendly interface and AI integration capabilities.