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“Personality vs. Personalization” in AI Systems: Responsible Design and Risk Management (Part 4)
[…] can take different forms, such as adversarial testing, stress testing, and robustness evaluations. Accounting for an Array of Human Values and Interests and Consulting with Experts: Achieving alignment entails that the AI system reflects human interests and values, but such efforts can be complicated by the number and range of these values that a […]
Comments regarding draft regulations for implementing the New Jersey Data Privacy Act (NJDPA)
On August 28th, FPF provided comments regarding draft regulations for implementing the New Jersey Data Privacy Act (“NJDPA”). FPF seeks to support balanced, informed public policy and equip regulators with the resources and tools needed to craft effective regulation. In response to the Agency’s public comment on the proposed rules, FPF recommends that the Division […]
“Personality vs. Personalization” in AI Systems: Specific Uses and Concrete Risks (Part 2)
This post is the second in a multi-part series on personality versus personalization in AI systems, providing an overview of these concepts and their use cases, concrete risks, legal considerations, and potential risk management for each category. The previous post provided an introduction to personality versus personalization. In AI governance and public policy, the many […]
AI Regulation in Latin America: Overview and Emerging Trends in Key Proposals
The widespread adoption of artificial intelligence (AI) continues to impact societies and economies around the world. Policymakers worldwide have begun pushing for normative frameworks to regulate the design, deployment, and use of AI according to their specific ethical and legal standards. In Latin America, some countries have joined these efforts by introducing legislative proposals and […]
Balancing Innovation and Oversight: Regulatory Sandboxes as a Tool for AI Governance
Thanks to Marlene Smith for her research contributions. As policymakers worldwide seek to support beneficial uses of artificial intelligence (AI), many are exploring the concept of “regulatory sandboxes.” Broadly speaking, regulatory sandboxes are legal oversight frameworks that offer participating organizations the opportunity to experiment with emerging technologies within a controlled environment, usually combining regulatory oversight […]
Tech to Support Older Adults and Caregivers: Five Privacy Questions for Age Tech
Introduction As the U.S. population ages, technologies that can help support older adults are becoming increasingly important. These tools, often called “AgeTech”, exist at the intersection of health data, consumer technology, caregiving relationships, and increasingly, artificial intelligence, and are drawing significant investment. Hundreds of well funded start-ups have launched. Many are of major interest to […]
Nature of Data in Pre-Trained Large Language Models
[…] multiple responses and select the most relevant one based on either semantic similarity to the query or in accordance with a re-ranking mechanism (e.g. heuristics to improve alignment with intended task). 5. Concluding remarks LLMs are not designed to store and retrieve information (including personal data). From the foregoing discussion, it may be said […]
Malaysia Charts Its Digital Course: A Guide to the New Frameworks for Data Protection and AI Ethics
[…] with that of the GDPR and other similar laws. The following subsections discuss in detail the key amendments introduced by the Amendment Act, illustrating their implications and alignment with both regional and international standards. 2.1. Like the GDPR, the amendments define biometric data as sensitive The Amendment Act classifies “biometric data” as “sensitive personal […]
Understanding Japan’s AI Promotion Act: An “Innovation-First” Blueprint for AI Regulation
[…] AI Act. The Act provides a legal basis for five fundamental principles to guide AI governance in Japan Under Article 3 of the Act, these principles include: Alignment: AI development and use should align with existing national frameworks, including the Basic Act on Science, Technology and Innovation (科学技術・イノベーション基本法), and the Basic Act on Forming […]