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“Personality vs. Personalization” in AI Systems: Responsible Design and Risk Management (Part 4)
[…] including subscription-based and enterprise pricing models. As personalized AI systems increasingly replace, or are integrated into, online search, they will impact online content that has largely been free and ad-supported since the early Internet. However, it is not clear that personalized AI systems can, or should, adopt compensation strategies that follow the same historical […]

“Personality vs. Personalization” in AI Systems: Intersection with Evolving U.S. Law (Part 3)
[…] through user-generated input. For example, a 2015 claim against Snap, Inc. survived Section 230 dismissal following a claim that a specific “Speed Filter” Snapchat feature (since discontinued) promoted reckless driving. In other cases, the personalization of a system through demographic-based targeting that causes harm may also implicate tort and product liability law when organizations […]

“Personality vs. Personalization” in AI Systems: Specific Uses and Concrete Risks (Part 2)
[…] personality-like features, whether it is a specific voice mode, or a consistent persona, or even a range of “AI companions.” Even if companion-like personalities are not directly promoted as features, users can build them using system prompts and customized design; an early 2023 feature of OpenAI enabled users to create custom GPTs. Figure 3 […]

“Personality vs. Personalization” in AI Systems: An Introduction (Part 1)
Conversational AI technologies are hyper-personalizing. Across sectors, companies are focused on offering personalized experiences that are tailored to users’ preferences, behaviors, and virtual and physical environments. These range from general purpose LLMs, to the rapidly growing market for LLM-powered AI companions, educational aides, and corporate assistants. There are clear trends among this overall focus: towards […]

AI Regulation in Latin America: Overview and Emerging Trends in Key Proposals
[…] of their risk classification. For AI systems in general, Brazil’s proposal includes: The right to prior information about an interaction with an AI system, in an accessible, free of charge, and understandable format. The right to privacy and the protection of personal data, following the Lei Geral de Proteção de Dados Pessoais (LGPD) and […]

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COPPA 2.0 Redline – June 2025
[…] r e g ula tio ns is su e d und er se ctio n 650 2 of th is tit le . ( 3 ) E XPED IT ED RES P O NSE TO REQ UES TS T he Com mis sio n sh all act up on re q ue sts fo […]

FPF-Sponsorship Prospectus-Singles-Brussels Privacy Symposium-R2 (2)
[…] Privacy Symposium Welcome Networking Reception » Com pany logo on event webpage with link, located on FPF website »Rec ognition in invitations, event registration site, and on-site promotional materials »Offic ial recognition during program by BPS Leaders »Opp ortunity to provide (1) promotional item and (1) giveaway via QR code at each Delegate’s seat. […]

FPF-Sponsorship Prospectus-Singles-Brussels Privacy Symposium-R2 (2)
[…] Privacy Symposium Welcome Networking Reception » Com pany logo on event webpage with link, located on FPF website »Rec ognition in invitations, event registration site, and on-site promotional materials »Offic ial recognition during program by BPS Leaders »Opp ortunity to provide (1) promotional item and (1) giveaway via QR code at each Delegate’s seat. […]