The RAISE Act vs. SB 53: A Tale of Two Frontier AI Laws

What the enactment of New York’s RAISE Act reveals compared to California’s SB 53, the nation’s first frontier AI law

On December 19, New York Governor Hochul (D) signed the Responsible AI Safety and Education (RAISE) Act, ending months of uncertainty after the bill passed the legislature in June and making New York the second state to enact a statute specifically focused on frontier artificial intelligence (AI) safety and transparency.1 Sponsored by Assemblymember Bores (D) and Senator Gounardes (D), the law closely follows California’s enactment of SB 53 in late September, requiring advanced AI developers to publish governance frameworks and transparency reports, and establishing mechanisms for reporting critical safety incidents. As they moved through their respective legislatures, the RAISE Act and SB 53 shared a focus on transparency and catastrophic risk mitigation but diverged in scope, structure, and enforcement–raising concerns about a compliance patchwork for nationally operating developers.

The New York Governor’s chapter amendments ultimately narrowed those differences, revising  the final version of the RAISE Act to more closely align with California’s SB 53, with conforming changes expected to be formally adopted by the Legislature in January. Even so, the two laws are not identical, and the remaining distinctions may be notable for frontier developers navigating compliance in both the Golden and the Empire State.

Understanding the RAISE Act, and how it aligns with and diverges from California’s SB 53, offers a useful lens into how states are approaching frontier AI safety and transparency and where policymaking may be headed in 2026.

At a high level, the two statutes now share largely identical scope and core requirements. Still, several distinctions remain, including:

RAISE Act: Scope and Requirements

Despite these distinctions, the RAISE Act largely mirrors California’s SB 53 in how it defines covered models, developers, and risks, resulting in a substantially similar compliance scope across the two states. The sections below summarize the RAISE Act’s scope and key requirements.

Scope:

The law regulates frontier developers, defined as entities that “trained or initiated the training” of high-compute frontier models, or foundation models trained with more than 10^26 computational operations. It separately defines large frontier developers, or those with annual gross revenues above $500 million, targeting compliance towards the largest AI companies. 

Like California SB 53, the RAISE Act is focused on preventing catastrophic risk, defined as a foreseeable and material risk that a frontier model could:

Requirements:

The RAISE Act establishes multiple compliance requirements, with certain requirements applying to all frontier developers and additional duties reserved for large frontier developers.

Enforcement: The RAISE Act authorizes the Attorney General to bring civil actions for violations, with penalties up to $1 million for a first violation and up to $3 million for subsequent violations, scaled to the severity of the offense. The statute expressly does not create a private right of action. It also clarifies, unlike California’s SB 53, that a large frontier developer may assert that alleged harm or damage was caused by another person, entity, or contributing factor.

Before the Amendments: How the RAISE Act Changed

Before Governor Hochul’s chapter amendments, the RAISE Act would have diverged much more sharply from California’s SB 53. The earlier iteration of the bill that passed out of the Legislature took a more expansive approach, including higher penalties and stricter liability thresholds, raising the prospect of meaningfully different compliance regimes on opposite coasts.

Most notably, the original RAISE Act applied only to “large developers,” defined by annual compute spending above $100 million, rather than distinguishing between frontier developers and large frontier developers as SB 53 does. That threshold would have captured a different (and potentially broader) set of companies than the enacted framework, which now relies on a $500 million revenue benchmark aligned with California’s approach. The bill also originally framed its focus around “critical harm,” rather than the “catastrophic risk” standard now shared with California’s SB 53, and paired that definition with heightened liability requirements, including that harm be a probable consequence, that the developer’s conduct be a substantial factor, and that the harm could not have been reasonably prevented. Those qualifiers were ultimately removed in favor of the “catastrophic risk” standard used in SB 53, including utilizing the same 50-person harm threshold.

The RAISE Act’s requirements evolved as well. Earlier versions lacked both the transparency report obligation (now shared with SB 53) and the frontier developer disclosure program (a new New York-specific addition). While the original RAISE Act did include an obligation to maintain a “safety and security protocol,” that requirement was less prescriptive about governance and mitigation practices than the now enacted “Frontier AI Framework.” 

Perhaps the most significant change was the removal of a deployment prohibition. As passed by the Legislature, the RAISE Act would have barred deployment of models posing an unreasonable risk of critical harm, a restriction not found in SB 53. Chapter amendments left the final law focused on transparency and reporting, rather than direct deployment restrictions. Penalties were similarly scaled back, falling from a maximum of $10 million for a first violation and $30 million for subsequent violations to $1 million and $3 million, respectively.

Looking Ahead: What Comes Next in 2026?

With chapter amendments expected to be formally adopted in the coming weeks, the RAISE Act will take effect after California’s SB 53, which became operative on January 1, 2026. As a result, SB 53 will be the first real test of how a frontier AI statute operates in practice, with New York following shortly thereafter.

That rollout comes amid renewed uncertainty over the balance between state and federal AI policymaking. A recent White House executive order, Ensuring a National Policy Framework for Artificial Intelligence,  seeks to apply federal pressure against state AI laws deemed excessive, including through an AI Litigation Task Force and funding restrictions tied to state enforcement of certain AI laws. While the practical impact of the EO remains unclear, it adds complexity for states and developers preparing for compliance.

Both SB 53 and the RAISE Act include severability clauses, which preserve the remainder of each statute if individual provisions are invalidated. While standard in complex legislation, those clauses may become more consequential if either law is drawn into these broader federal-state tensions. At the same time, the EO directs the Administration to engage Congress on a federal AI framework, raising the possibility that SB 53 and the RAISE Act could serve as reference points for future federal legislation. With other states, including Michigan, already introducing similar bills, it should become clearer in 2026 whether SB 53 and the RAISE Act function as models for broader adoption or face legal challenge.

  1.  Passed by the Legislature as A 6453A and to be enacted through chapter amendments reflected in A 9449. ↩︎

FPF Year in Review 2025

Co-authored by FPF Communications Intern Celeste Valentino with contributions from FPF Global Communications Manager Joana Bala

This year, FPF continued to broaden its footprint across priority areas of data governance, further expanding activities across a range of cross-sector topics, including AI, Youth, Conflict of Laws, AgeTech (seniors), and Cyber-Security. We have engaged extensively at the local and national levels in the United States and are increasingly active in every major global region.

Highlights from FPF work in 2025

2025 saw the release of a range of FPF reports and issue briefs highlighting top data protection and AI developments. A few highlights follow, showing the breadth of comprehensive coverage.

the state of state ai 2025 cover

The State of State AI: Legislative Approaches to AI in 2025

FPF tracked and analyzed 210 bills in 42 states, highlighting five key takeaways which include, (1) states shifted from broad frameworks to narrower, transparency-driven approaches, (2) three main approaches to private sector AI regulation emerged: use or context-based, tech-specific, and liability/accountability, (3) the most commonly enacted frameworks focus on healthcare, chatbots, and innovation safeguards, (4) policymakers signaled an interest in balancing consumer protection with AI growth, (5) definitional uncertainty, agentic AI, and algorithmic pricing are likely to be key topics in 2026. Learn further in a LinkedIn Live event with the report’s authors here.

data minimization white paper 2025.06.05

FPF Unveils Paper on State Data Minimization Trends

Several states have enacted “substantive” data minimization rules that aim to place default restrictions on the purposes for which personal data can be collected, used, or shared. What questions do these rules raise, and how might policymakers construct them in a forward-looking manner? FPF covers lawmakers’ turn towards substantive data minimization and addresses the relevant challenges and questions they pose. Watch a LinkedIn Live here on the topic.

concepts in ai governance personality vs. personalization

Concepts in AI Governance: Personality vs. Personalization

The Concepts in AI Governance: Personality vs. Personalization issue brief explores the specific use cases of personalization and personality in AI, identifying their concrete risks to individuals and interactions with U.S. law, and proposes steps that organizations can take to manage these risks. Read Part 1 (exploring concepts), Part 2 (concrete uses and risks), and Part 3 (intersection with U.S. law) and Part 4 (Responsible Design and Risk Management).

issue brief updated apac consent report google docs

Consent for Processing Personal Data in the Age of AI: Key Updates Across Asia-Pacific

From India’s DPDPA to Vietnam’s new Decree and Indonesia’s PDPL, the Asia-Pacific region is undergoing a shift in its data protection law landscape. This issue brief provides an updated view of evolving consent requirements and alternative legal bases for data processing across key APAC jurisdictions. The brief also explores how the rise of AI is impacting shifts in lawmaking and policymaking across the region regarding lawful grounds for processing personal data. Watch the LinkedIn Live panel discussion on key legislative developments in APAC since 2022.

issue brief brazils digital eca

Brazil’s Digital ECA: New Paradigm of Safety & Privacy for Minors Online

This Issue Brief analyzes Brazil’s recently enacted children’s online safety law, summarizing its key provisions and how they interact with existing principles and obligations under the country’s general data protection law (LGPD). It provides insight into an emerging paradigm of protection for minors in online environments through an innovative and strengthened institutional framework, focusing on how it will align with and reinforce data protection and privacy safeguards for minors in Brazil and beyond.

june issue brief cross border data flows in africa

Cross-Border Data Flows in Africa: Examining Policy Approaches and Pathways to Regulatory Interoperability

As digital trade accelerates, countries across Africa are adopting varied approaches to data transfers—some incorporating data localization measures, others prioritizing open data flows.

FPF examines the current regulatory landscape and offers a structured analysis of regional efforts, legal frameworks, and opportunities for interoperability, including a comparative annex covering Kenya, Nigeria, South Africa, Rwanda, and the Ivory Coast.

FPF Filings and Comments
Throughout the year, FPF provided expertise through filings and comments to government agencies on proposed rules, regulations, and policy changes in the U.S. and abroad. 

FPF provided recommendations and filed comments with:

The FPF Center for Artificial Intelligence

This year, the FPF Center for Artificial Intelligence expanded its resources, releasing insightful blogs, comprehensive issue briefs, detailed infographics, and a flagship report on issues related to AI agents, assessment, and risk, as well as key concepts in AI governance.

In addition, the Center for AI hosted two events, convening top scholars specializing in complex technical questions that impact law and policy: 

Check out some other highlights of FPF’s AI work this year:

Global 

In 2025, FPF’s global work focused on how jurisdictions worldwide are adapting privacy and data protection frameworks to keep pace with AI and shifting geopolitical and regulatory landscapes. From children’s privacy and online safety to cross-border data flows and emerging AI governance frameworks, FPF’s teams engaged across regions to provide thought leadership, practical guidance, and stakeholder engagement, helping governments, organizations, and practitioners navigate complex developments while balancing innovation with fundamental rights.

In APAC, FPF analyzed South Korea’s AI Framework Act and Japan’s AI Promotion Act, highlighting differing approaches to innovation, risk management, and oversight. A comparative overview of the EU, South Korean, and Japanese frameworks provided practical insights into global AI policy trends. The evolution of consent was also a key focus. Our experts examined Vietnam’s rapidly evolving data framework, analyzing the newly adopted Personal Data Protection Law and Law on Data and their implications for a comprehensive approach to data protection and governance. From Japan to New Zealand, the team engaged on timely issues and contributed to major regional forums, demonstrating leadership in advancing privacy and AI governance across the region.

In India, FPF engaged with key stakeholders and conducted peer-to-peer sessions on the Digital Personal Data Protection (DPDP) rules. Notably, FPF’s analysis of the DPDPA and generative AI systems helped inform India’s newly released AI Governance Guidelines, demonstrating the local impact of FPF’s resources.

In Latin America, FPF tracked developments such as Chile’s new data protection law and Brazil’s children’s privacy legislation. FPF also participated in regional events on age verification for minors, discussing technologies like facial recognition and emerging legal trends in the region. We also examined how data protection authorities are responding to AI, reviewing developments across Latin America and Europe.

In Africa, FPF examined cross-border data flows and regulatory interoperability, emphasizing regional coordination for responsible data transfers. This year, we launched the Africa Council Membership, a dedicated platform for companies operating in the continent. FPF also hosted its first in-person side event in Africa at the 2025 NADPA Convening in Abuja, Nigeria, centered on “Securing Safe and Trustworthy Cross-Border Data Flows in Africa.” The positive feedback from the session underscored the value of convening stakeholders around Africa’s evolving data protection landscape.

FPF’s flagship European event, the Brussels Privacy Symposium, co-organized with the Brussels Privacy Hub, brought together stakeholders to examine the GDPR’s role in the EU’s evolving digital framework. In partnership with OneTrust, FPF also published an updated Conformity Assessment under the EU AI Act: A Step-by-Step Guide and infographic, providing a roadmap for organizations to assess high-risk AI systems and meet accountability requirements. FPF closely followed the European Commission’s Digital Omnibus proposals, offering exclusive member analysis and public insights, including a rapid first-reaction LinkedIn Live discussion.

State and Federal U.S. Legislation

In 2025, FPF continued to track and analyze critical legislation in the privacy landscape from AI chatbots to neural data across various states in the U.S.

We unpacked the new wave of state chatbot legislation, focusing specifically on California SB 243, which became the first state to pass legislation governing companion chatbots with protections explicitly tailored to minors, and Utah’s SB 332, SB 226, and HB 452, where the state proved to be an early mover in state AI legislation as lawmakers signed three generative AI bills, amending Utah’s 2024 Artificial Intelligence Policy Act (AIPA) and establishing new regulations for mental health chatbots. 

FPF compared California’s SB 53, the Transparency in Frontier Artificial Intelligence Act (TFAIA) to the New York Raise Act anticipating where U.S. policy on frontier model safety may be headed, as this was signed into law making California the first state to enact a statute specifically targeting frontier AI safety and transparency. 

We also looked at how amendments to previous state privacy laws, such as the Montana Consumer Data Privacy Act (MCDPA), were modified to create new protections for minors and examined how SB 1295 will amend the Connecticut Data Privacy Act (CTDPA), including how it expanded its scope, added a new consumer right, heightened the already strong protections for minors, and more. 

Data-driven pricing also became a critical topic as states across the U.S. are introducing new legislation to regulate how companies use algorithms and personal data to set consumer prices as these modern pricing models can personalize pricing over time at scale, and are under increasing scrutiny. FPF looked at how legislation varies from state to state, and potential consequences of legislation, and the future of enforcement against these practices.

We explored “neural data”, or information about people’s central and/or peripheral nervous system activity. As of July 2025, four states have passed laws that seek to regulate “neural data.” FPF detailed in a blog why, given the nature of “neural data,” it is challenging to get the definition just right for the sake of regulation.

Building off of last year’s “Anatomy of State Comprehensive Privacy Law,” our recent report breaks down the critical commonalities and differences in the laws’ components that collectively constitute the “anatomy” of a state comprehensive privacy law.

Also this year, FPF hosted its 15th Annual Privacy Papers for Policymakers Award, recognizing cutting-edge privacy scholarship, bringing together brilliant minds at a critical time for data privacy amid the rise of AI. We listened to insightful discussions between our awardees and an exceptional lineup of privacy academics and industry leaders, while connecting with our awardees through a networking session with privacy professionals, policymakers and others.

U.S. Policy

AgeTech

FPF was awarded a grant from the Alfred P. Sloan Foundation to lead the two-year research project, “Aging at Home: Caregiving, Privacy, and Technology,” in partnership with the University of Arizona’s Eller College of Management. FPF launched the project in April, setting out to explore the complex intersection of privacy, economics, and the use of emerging technologies designed to support aging populations (“AgeTech”). In July, we released our first blog as part of the project, posing five essential privacy questions for older adults and caregivers to consider when utilizing tech to support aging populations.

During the holiday season, FPF also put together three types of AI-enabled agetech and the privacy and data protection considerations to navigate when gift-giving to older individuals and caregivers. 

Youth Privacy

The start of 2025 was marked by significant policy activity at both the federal and state levels, focusing on legislative proposals aimed at strengthening online safeguards for minors. 

FPF kicked off the year by releasing a redline comparison of the Federal Trade Commission’s notice of proposed changes to the Children’s Online Privacy Protection Act (COPPA) Rule. Later in the spring, an amendment to the COPPA Rule was reintroduced in the Senate and FPF completed a second redline, comparing the newly proposed COPPA 2.0 bill to the original COPPA Rule. 

Towards the end of the year, the U.S. House Energy & Commerce Committee introduced a comprehensive bill package to advance child online privacy and safety, including its own version of COPPA 2.0, marking the latest step toward modernizing the nearly 30-year-old Children’s Online Privacy Protection Act.

FPF analyzed how the new House proposal compares to long-standing Senate efforts, what’s changing, and what it means for families, platforms, and policymakers navigating today’s digital landscape.

States across the U.S. also took action, introducing legislation to enhance the privacy and safety of kids’ and teens’ online experiences. Using the federal COPPA framework as a guide, FPF analyzed Arkansas’s proposed “Arkansas Children and Teens’ Online Privacy Protection Act”, describing how the bill establishes new privacy protections for teens aged 13 to 16. Other states, such as Vermont and Nebraska, took a different approach, opting to pass Age-Appropriate Design Code Acts (AADCs). FPF discussed how these new bills take two very different approaches to a common goal, crafting a design code that can withstand First Amendment scrutiny. 

We utilized infographics to visually illustrate complex issues related to technology and children’s online experiences. In celebration of Safer Internet Day 2025, we released an infographic explaining how encryption technology plays a crucial role in ensuring data privacy and online safety for a new generation of teens and children. We also illustrated the Spectrum of Artificial Intelligence, exploring the wide range of current use cases for Artificial Intelligence (AI) in education and future possibilities and constraints. Finally, we released an infographic and readiness checklist that details the various types of deepfakes and the varied risks and considerations posed by each in a school setting, ranging from the potential for fabricated phone calls and voice messages impersonating teachers to the sharing of forged, non-consensual intimate imagery (NCII).

As agencies face increasing pressure to leverage sensitive student and institutional data for analysis and research, Privacy Enhancing Technologies (PETs) offer a unique potential solution as they are advanced technologies designed to protect data privacy while maintaining the utility of results yielded from analyses. FPF released a landscape report of the adoption of Privacy Enhancing Technologies (PETs) by State Education Agencies (SEAs).

Data Sharing for Research Tracker
In March, we celebrated Open Data Day by launching the Data Sharing for Research Tracker, a growing list of organizations that make data available for researchers. The tracker helps researchers locate data for secondary analysis and organizations seeking to raise awareness about their data-sharing programs, benchmarking them against what other organizations offer.

Foundation Support

FPF’s funding is broad across every industry sector and includes funded competitive projects from the U.S. National Science Foundation and leading private foundations.  We work to support ethical access to data by researchers, responsible uses of technology in K-12 education, and we seek to advance the uses of Privacy Enhancing Technologies in the private and public sectors.

FPF Membership 

FPF Membership provides the leading community for privacy professionals to meet, network, and engage in discussions on top issues in the privacy landscape. 

The Privacy Executives Network (PEN) Summit

We held our 2nd annual PEN Summit in Berkeley, California, which showcased the power of quality peer-to-peer conversations, focusing on the most pressing global privacy and AI issues. The event opened with the latest from CPPA Executive Director Tom Kemp, followed by dynamic peer-to-peer roundtables, and closed with a lively half-day privacy simulation- participants were challenged to pool their knowledge and identify potential solutions to a scenario that privacy executives may face in their career. 

New Trainings for FPF Members

FPF Membership expanded its benefits with complimentary trainings for all members. FPF members are  able to attend live virtual trainings, along with access to training recordings and presentation slides via the FPF Member Portal. We had our first course for members in late September on De-Identification and subsequent training on running a Responsible AI program. Stay tuned for more courses next year and be sure to join the FPF Training community in the Member Portal to receive updates on future trainings and view existing training materials.

FPF convenes top privacy and data protection minds and can give your company access to our outstanding network through FPF membership. Learn more on how to become an FPF member.

Top-level FPF Convenings and Engagements from 2025

DC Privacy Forum: Governance for Digital Leadership and Innovation

This year, FPF hosted two major events gathering leading experts and policymakers for critical discussions on privacy, AI, and digital regulation. In D.C., FPF hosted our second annual DC Privacy Forum, convening a broad audience of key government, civil society, academic, and corporate privacy leaders to discuss AI policy, critical topics in privacy, and other priority issues for the new administration and policymakers.

Brussels Privacy Symposium: A Data Protection (R)evolution?

Our ninth edition of the Brussels Privacy Symposium focused on the impact of the European Commission’s competitiveness and simplification agenda on digital regulation, including data protection. This year’s event featured bold discussions on refining the GDPR, strengthening regulatory cooperation, and shaping the future of AI governance. Read the report here.  

FPF experts also took the stage across the globe: 

New initiatives and expanding FPF’s network:

Please continue to follow FPF’s work by subscribing to our monthly briefing and following us on LinkedIn, Twitter/X, and Instagram. On behalf of the FPF team, we wish you a very Happy New Year and look forward to 2026!

This material is based upon work supported by the Alfred P. Sloan Foundation under Grant No. G-2025-2519, Aging at Home: Caregiving, Privacy, and Technology.

FPF Releases Issue Brief on Vietnam’s Law on Protection of Personal Data and the Law on Data

Vietnam is undergoing a sweeping transformation of its data protection and governance framework. Over the past two years, the country has accelerated its efforts to modernize its regulatory architecture for data, culminating in the passage of two landmark pieces of legislation in 2025: the Law on Personal Data Protection (Law No. 91/2025/QH15) (PDP Law), which elevates the Vietnamese data protection framework from an executive act to a legislative act, while preserving many of the existing provisions, and the Law on Data (Law No. 60/2025/QH15) (Data Law). Notably, the PDP Law is expected to come into effect on January 1st, 2026.

The Data Law is Vietnam’s first comprehensive framework for the governance of digital data (both personal and non-personal), and applies to all Vietnamese agencies, organizations and individuals, as well as foreign agencies, organizations and individuals either in Vietnam or directly participating or are related to digital data activities in Vietnam. The data law became effective in July 2025. Together, these two laws mark a significant legislative shift in how Vietnam approaches data regulation, addressing overlapping domains of data protection, data governance, and emerging technologies. 

This Issue Brief analyzes the two laws, which together define a new, comprehensive regime, for data protection and data governance in Vietnam. The key takeaways from this joint analysis show that:

This Issue Brief has three objectives. First, it summarizes key changes between the PDP Law and Vietnam’s existing data protection regime, and draws a comparison between the PDP Law and the EU’s General Data Protection Regulation (GDPR) (Section 1). Second, it analyzes the interplay between the Data Law and the PDP Law (Section 2). We then provide key takeaways for organizations as they navigate the implementation of these laws (Section 3). 

You can view the updated version of this Issue Brief here.

Five Big Questions (and Zero Predictions) for the U.S. Privacy and AI Landscape in 2026

Introduction

For better or worse, the U.S. is heading into 2026 under a familiar backdrop: no comprehensive federal privacy law, plenty of federal rumblings, and state legislators showing no signs of slowing down. What has changed is just how intertwined privacy, youth, and AI policy debates have become, whether the issue is sensitive data, data-driven pricing, or the increasingly spirited discussions around youth online safety. And with a new administration reshuffling federal priorities, the balance of power between Washington and the states may shift yet again.

In a landscape this fluid, it’s far too early to make predictions (and unwise to pretend otherwise). Instead, this post highlights five key questions that will influence how legislators and regulators navigate the evolving intersection of privacy and AI policy in the year ahead.

  1. No new comprehensive privacy laws in 2025: A portent of stability, or will 2026 increase legal fragmentation?

One of the major privacy storylines of 2025 is that no new state comprehensive privacy laws were enacted this year. Although that is a significant departure from the pace set in prior years, it is not due to an overall decrease in legislative activity on privacy and related issues. FPF’s U.S. Legislation team tracked hundreds of privacy bills, nine states amended their existing comprehensive privacy laws, and many more enacted notable sectoral laws dealing with artificial intelligence, health, and youth privacy and online safety. Nevertheless, the number of comprehensive privacy laws remains fixed for now at 19 (or 20, for those who count Florida). 

Reading between the lines, there are several things this could mean for 2026. Perhaps the lack of new laws this year was more due to chance than anything else, and next year will return to business-as-usual. After all, Alabama, Arkansas, Georgia, Massachusetts, Oklahoma, Pennsylvania, Vermont, and West Virginia all had bills make it to a floor vote or progress into cross-chamber, and some of those bills have been carried over into the 2026 legislative session. Or perhaps this is indicative that a critical capacity of state laws has been reached and we should expect stability, at least in terms of which states do and do not have comprehensive privacy laws. 

A third possibility is that next year promises something different. Although the landscape has come to be dominated by the “Connecticut model” for privacy, a growing bloc of other New England states are experimenting with bolder, more restrictive frameworks. Vermont, Maine, and Massachusetts all have live bills going into the 2026 legislative session that would, if enacted, represent some of the strictest state privacy laws on the books–many drawing heavily from Maryland’s substantive data minimization requirements. Vermont’s proposal would also include private right of action, and Massachusetts’ proposals, S.2619 and H.4746, would ban selling sensitive data and targeted advertising to minors. State privacy law is clearly at an inflection point, and what these states do in 2026—including whether they move in lock-step—could prove influential on the state privacy landscape. 

— Jordan Francis

  1. Are age signals the future of youth online protections in 2026?

As states have ramped up youth online privacy and safety legislation in recent years, a perennial question emerges each legislative session like clockwork: how can entities apply protections to minors if they don’t know who is a minor? Historically, legislatures have tried to solve this riddle with different approaches to knowledge standards that define when entities know, or should know, whether a user is a minor, while others tested age assurance requirements placed at the point of access to covered services. In 2025, however, that experimentation took a notable turn with the emergence of novel “age signals” frameworks. 

Unlike earlier models that focused on service-level age assurance, age signals frameworks seek to shift age determination responsibilities upstream in the technology stack, relying on app stores or operating system providers to generate and transmit age signals to developers. In 2025, lawmakers enacted two distinct versions of this approach: the App Store Accountability Act (ASAA) model in Utah, Texas, and Louisiana; and the California AB 1043 model. 

While both frameworks rely on age signaling concepts, they diverge significantly in scope and regulatory ambition. The ASAA model assigns app stores responsibility for age verification and parental consent, and requires them to send developers age signals that indicate (1) users’ ages and (2), for minors, whether parental consent has been obtained. These obligations introduce new and potentially significant technical challenges for companies, which must integrate age-signaling systems while reconciling these obligations with requirements under COPPA and state privacy laws. Meanwhile, the Texas’ ASAA law is facing two First Amendment challenges in federal court, with plaintiffs seeking to obtain preliminary injunctions before the law’s January 1 effective date. 

California’s AB 1043 represents a different approach. The law requires operating system (OS) providers to collect age information during device setup and share this information with developers via the app store. This law does not require parental consent or additional substantive protections for minors; its sole purpose is to enable age data sharing to support compliance with laws like the CCPA and COPPA. The AB 1043 model—while still mandating novel age signaling dynamics between operating system providers, app stores, and developers— could be simpler to implement and received notable support from industry stakeholders prior to enactment.

So what might one ponder—but not dare predict—about the future of age signals in 2026? Two developments bear watching. The highly anticipated decision on the plaintiff’s request for an injunction against the Texas law may set the direction for how aggressively states will replicate this model—though momentum may continue, particularly given federal interest reflected in the House Energy & Commerce Committee’s introduction of H.R. 3149 to nationalize the ASAA framework. Second, the California AB 1043 model, which has not yet been challenged in court, may gain traction in 2026 as a more constitutionally durable option. With some states that have robust protections for minors established in existing privacy law, perhaps the AB 1043 model may serve as an attractive model for facilitating compliance with such obligations.

– Daniel Hales

  1. Is 2026 shaping up to be another “Year of the Chatbots,” or is a legislative plot twist on the horizon?

If 2025 taught us anything, it’s that chatbots have stepped out of the supporting cast and into the starring role in AI policy debates. This year marked the first time multiple states (including Utah, New York, California, and Maine) enacted laws that explicitly address AI chatbots. Much of that momentum followed a wave of high-profile incidents involving “companion chatbots,” systems designed to simulate emotional relationships. Several families alleged that these tools encouraged their children to self-harm, sparking litigation, congressional testimony, and inquiries from both the Federal Trade Commission (FTC) and Congress and carrying chatbots to the forefront of policymakers’ minds.

States responded quickly. California (SB 243) and New York (S-3008C) enacted disclosure-based laws requiring companion chatbot operators to maintain safety protocols and clearly tell users when they are interacting with AI, with California adding extra protections for minors. Importantly, neither state opted for a ban on chatbot use, setting their focus on transparency and notice rather than prohibition.

And the story isn’t slowing down in 2026. Several states have already pre-filed chatbot bills, most centering once again on youth safety and mental health. Some may build on California’s SB 243 with stronger youth-specific requirements or tighter ties to age assurance frameworks. It is possible other states may broaden the conversation, like looking at chatbot use in elders, education, or employment, as well as diving deeper into questions of sensitive data.

The big question for the year ahead: Will policymakers stick with disclosure-first models, or pivot toward outright use restrictions on chatbots, especially for minors? Congress is now weighing in with three bipartisan proposals (the GUARD Act, the CHAT Act, and the SAFE Act), ranging from disclosure-forward approaches to full restrictions on minors’ access to companion chatbots. With public attention high and lawmakers increasingly interested in action, 2026 may be the year Congress steps in, potentially reshaping, or even preempting, state frameworks adopted in 2025.

– Justine Gluck

4. Will health and location data continue to dominate conversations around sensitive data in 2026?

While 2025 did not produce the hoped-for holiday gift of compliance clarity for sensitive or health data, the year did supply flurries, storms, light dustings, and drifts of legislative and enforcement activity. In 2025, states focused heavily on health inferences, neural data, and location data, often targeting the sale and sharing of this information. 

For health, the proposed New York Health Information Privacy Act captured headlines and left us in waiting. That bill (still active at the time of writing) broadly defined “regulated health information” to include data such as location and payment information. It included a “strictly necessary” standard for the use of regulated health information and unique, heightened consent requirements. Health data also remains a topic of interest at the federal level. Senator Cassidy (R-LA) recently introduced the Health Information Privacy Reform Act (HIPRA / S. 3097), which would expand federal health privacy protections to include new technologies such as smartwatches and health apps. Enforcers, too, got in on the action. The California DOJ completed a settlement concerning the disclosure of consumers’ viewing history with respect to web pages that create sensitive health inferences.

Location was another sensitive data category singled out by lawmakers and enforcers in 2025. In Oregon, HB 2008 amended the Oregon Consumer Privacy Act to ban the sale of precise location data (as well as the personal data of individuals under the age of 16). Colorado also amended its comprehensive privacy law to add precise location data (defined as within 1,850’) to the definition of sensitive data, subjecting it to opt-in consent requirements. Other states, such as California, Illinois, Massachusetts, and Rhode Island, also introduced laws restricting the collection and use of location data, often by requiring heightened consent for companies to sell or share such data (if not outright banning it). Like with health data, enforcers were also looking at location data practices. In Texas, we saw the first lawsuit under a state comprehensive privacy law, and it focused on the collection and use of location data (namely, inadequate notice and failure to obtain consent). The FTC was likewise looking at location data practices throughout the year.

Sensitive data—health, location, or otherwise—is unlikely to get less complex in 2026. New laws are being enacted and enforcement activity is heating up. The regulatory climate is shifting—freezing out old certainties and piling on high-risk categories like health inferences, location data, and neural data. In light of drifting definitions, fractal requirements, technologist-driven investigations, and slippery contours, robust data governance may offer an option to glissade through a changing landscape. Accurately mapping data flows and having ready documentation seems like essential equipment for unfavorable regulatory weather. 

— Jordan Wrigley, Beth Do & Jordan Francis

5. Will a federal moratorium steer the AI policy conversation in 2026?

If there’s been one recurring plot point in 2025, it was the interest at the White House and among some congressional leaders in hitting the pause button on state AI regulation. The year opened with lawmakers attempting to tuck a 10-year moratorium on state AI laws into the “One Big Beautiful Bill,” a move that would have frozen enforcement of a wide swath of state frameworks. That effort fizzled due to push back from a range of Republican and Democratic leaders, but the idea didn’t: similar language resurfaced during negotiations over the annual defense spending bill (NDAA). Ultimately, in December, President Trump signed an executive order, “Ensuring a National Policy Framework for Artificial Intelligence,” with the goal of curbing state regulations on AI deemed excessive via an AI Litigation Task Force and restrictions on funding for states enforcing AI laws that conflict with the principles outlined in the EO. This EO tees up a moment where states, agencies, and industry may soon be navigating not just compliance with new laws, but also federal challenges to how those laws operate (as well as federal challenges to the EO itself).  

A core challenge of the EO is the question of what, exactly, qualifies as an “AI law.” While standalone statutes such as Colorado’s AI Act (SB 205) are explicit targets of the EO’s efforts, many state measures are not written as AI-specific laws at all. Instead they are embedded within broader privacy, safety, or consumer protection frameworks.  Depending on how “AI law” is construed, a wide range of existing state requirements could fall within scope and potentially face challenge, including AI-related updates to existing civil rights or anti-discrimination statutes, privacy law provisions governing automated decisionmaking, profiling, and the use of personal data for AI training, and criminal statutes addressing deepfakes and non-consensual intimate images. 

Notably, however, the EO also identifies specific areas where future federal action would not preempt state laws, including child safety protections, AI compute and data-center infrastructure, state government procurement and use of AI, and (more open-endedly) “other topics as shall be determined.” That last carveout leaves plenty of room for interpretation and makes clear that the ultimate boundaries of federal preemption are still very much in flux. In practice, what ends up in or out of scope will hinge on how the EO’s text is interpreted and implemented. Technologies like chatbots highlight this ambiguity, as they can simultaneously trigger child safety regimes and AI governance requirements that the administration may seek to constrain.’

That breadth raises another big question for 2026: As the federal government steps in to limit state AI activity, will a substantive federal framework emerge in its place? Federal action on AI has been limited so far, which means a pause on state laws could arrive without a national baseline to fill the gaps, a notable departure from traditional preemption, where federal standards typically replace state ones outright. At the same time, Section 8(a) of the EO signals the Administration’s commitment to work with Congress to develop a federal legislative framework, while the growing divergence in state approaches has created a compliance patchwork that organizations operating nationwide must navigate.

With this EO, the role of state versus federal law in technology policy is likely to be the defining issue of 2026, with the potential to reshape not only state AI laws but the broader architecture of U.S. privacy regulation.

— Tatiana Rice & Justine Gluck

Youth Privacy in Australia: Insights from National Policy Dialogues

Throughout the fall of 2024, the Future of Privacy Forum (FPF), in partnership with the Australian Academic and Research Network (AARNet) and Australian Strategic Policy Institute (ASPI), convened a series of three expert panel discussions across Australia exploring the intersection of privacy, security, and online safety for young people. This event series built on the success of a fall 2023 one-day event that FPF hosted on privacy, safety, and security regarding industry standards promulgated by the Office of the eSafety Commissioner (eSafety).

These discussions took place in Sydney, Melbourne, and Canberra, and brought together leading academics, government representatives, industry voices, and civil society organizations. The discussions provide insight into the Australian approach to improving online experiences for young people through law and regulation, policy, and education. By bringing together experts across disciplines, the event series aimed to bridge divides between privacy, security, and safety conversations, and surface key tensions and opportunities for future work. This report summarizes key themes that emerged across these conversations for policymakers to consider as they develop forward-looking policies that support young people’s wellbeing and rights online.

FPF Releases Updated Report on the State Comprehensive Privacy Law Landscape

The state privacy landscape continues to evolve year-to-year. Although no new comprehensive privacy laws were enacted in 2025, nine states amended their existing laws and regulators increased enforcement activity, providing further clarity (and new questions) about the meaning of the law. Today FPF is releasing its second annual report on the state comprehensive privacy law landscape—Anatomy of a State Comprehensive Privacy Law: Charting The Legislative Landscape

The updated version of this report builds on last year’s work and incorporates developments from the 2025 legislative session. Between 2018 and 2024, nineteen U.S. states enacted comprehensive consumer privacy laws. As the final state legislatures close for the year, 2025 looks poised to break that trend and see no new laws enacted. Nevertheless, nine U.S. states—California, Colorado, Connecticut, Kentucky, Montana, Oregon, Texas, Utah, and Virginia—passed amendments to existing laws this year. This report summarizes the legislative landscape. The core components that comprise the “anatomy” of a comprehensive privacy law include: 

The report concludes with an overview of ongoing legislative trends: 

This report highlights the strong commonalities and the nuanced differences between the various state laws, showing how they can exist within a common, partially-interoperable framework while also creating challenging compliance difficulties for companies within their overlapping ambits. Until a federal privacy law materializes, this ever changing state landscape will continue to evolve as lawmakers iterate upon the existing frameworks and add novel obligations, rights, and exceptions to respond to changing societal, technological, and economic trends.

Future of Privacy Forum Appoints Matthew Reisman as Vice President of U.S. Policy

Washington, D.C. — (December 9, 2025) — The Future of Privacy Forum (FPF), a global non-profit focused on data protection, AI, and data governance, has appointed Matthew Reisman as Vice President, U.S. Policy. 

Reisman brings extensive experience in privacy policy, data protection, and AI governance to FPF. He most recently served as a Director of Privacy and Data Policy at the Centre for Information Policy Leadership (CIPL), where he led research, public engagement, and programming on topics including accountable development and deployment of AI, privacy and data protection policy, cross-border data flows, organizational governance of data, and privacy-enhancing technologies (PETs). Prior to joining CIPL, he was a Director of Global Privacy Policy at Microsoft, where he helped shape the company’s approach to privacy and data policy, including its intersections with security, digital safety, trade, data governance, cross-border data flows, and emerging technologies such as AI and 5G. His work included close collaboration with Microsoft field teams and engagement with policymakers and regulators across Asia-Pacific, Latin America, the Middle East, Africa, and Europe.

“Matthew is joining FPF with a rare combination of policy expertise, practical experience, and a clear commitment to thoughtful privacy leadership,” said Jules Polonetsky, CEO of FPF. “He understands our mission, our community, and the complexities of data governance, which makes him an outstanding fit for this role. We’re delighted to have him on board.”

In his role as Vice President, U.S. Policy, Reisman will oversee FPF’s U.S. policy work, including legislative and regulatory engagement, research, and initiatives addressing emerging data protection, AI, and technology challenges. He will also lead FPF’s experts across youth privacy, data governance, health, and other portfolios to advance key FPF projects and priorities.

“FPF has long been a leader for thoughtful, pragmatic privacy and data policy and analysis,” said Reisman. “I’m honored to join the team and excited to help advance FPF’s mission of shaping smart policy that safeguards individuals and supports innovation.”

FPF welcomes Reisman at a critical time for data governance, as Congress, federal agencies, and states increase their focus on artificial intelligence, children’s privacy, data security, and privacy legislation. FPF’s U.S. policy team recently published an analysis of the package of youth privacy and online safety bills introduced in the U.S. House in November here and a landscape analysis of state chatbot legislation here.

To learn more about the Future of Privacy Forum, visit fpf.org

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Brussels Privacy Symposium 2025 Report – A Data Protection (R)evolution?

Co-Author: Margherita Corrado

Editor: Bianca Ioana-Marcu

This year’s Brussels Privacy Symposium, held on 14 October 2025, brought together stakeholders from across Europe and beyond for a conversation about the GDPR’s role within the EU’s evolving digital framework. Co-organized jointly by the Future of Privacy Forum and the Brussels Privacy Hub of the Vrije Universiteit Brussel, the ninth edition convened experts from academia, data protection authorities, EU institutions, industry, and civil society to discuss Europe’s shifting regulatory landscape, under the umbrella title of A Data Protection (R)evolution?

The opening keynote delivered by Ana Gallego (Director General, DG JUST, European Commission) explored how the GDPR continues to anchor the EU’s digital rulebook, even as the European Commission pursues targeted simplification measures, and how the GDPR interacts other legislative instruments such as the DSA, DGA, and the AI Act, framing them not as overlapping frameworks, but rather complementary pillars that reinforce the EU’s evolving digital framework. 

Across the three expert panels, the guest speakers underlined a shift from rewriting the GDPR to refining its implementation through targeted adjustments, stronger regulatory cooperation, and clarified guidance on issues such as legitimate interests for AI training and the CJEU decision on pseudonymization. The final panel placed Data Protection Authorities at the center of Europe’s future in AI governance, reinforcing GDPR safeguards and guiding AI Act harmonization. 

A series of lightning talks looked at the challenges posed by large language models and automated decision-making, emphasizing the need for lifecycle-based risk management, robust oversight. In a guest speaker talk, Professor Norman Sadeh addressed the growing role of AI agents, and the need for interoperable standards and protocols to support user autonomy in increasingly automated environments.

European Data Protection Supervisor Wojciech Wiewiórowski and Professor Gianclaudio Malgieri closed the ninth edition of the Symposium with a dialogue reflecting on the need to safeguard fundamental rights amid ongoing calls for simplification.

In the Report of the Brussels Privacy Symposium 2025, readers will find insights from these discussions, along with additional highlights from the panels, workshops, and lightning talks that dived into the broader EU digital architecture. 

FPF releases Issue Brief on Brazil’s Digital ECA: new paradigm of safety & privacy for minors online

This Issue Brief analyzes Brazil’s recently enacted children’s online safety law, summarizing its key provisions and how they interact with existing principles and obligations under the country’s general data protection law (LGPD). It provides insight into an emerging paradigm of protection for minors in online environments through an innovative and strengthened institutional framework, focusing on how it will align with and reinforce data protection and privacy safeguards for minors in Brazil and beyond.

This Issue Brief summarizes the Digital ECA’s most relevant provisions, including:

What’s New in COPPA 2.0? A Summary of the Proposed Changes

On November 25th, U.S. House Energy and Commerce introduced a comprehensive bill package to advance child online privacy and safety, which included its own version of the Children and Teens’ Online Privacy Protection Act (“COPPA 2.0”) to modernize COPPA. First enacted in 1998, the Children’s Online Privacy Protection Act (COPPA) is a federal law that provides important online protections for children’s data. Now that the law is nearly 30 years old, many advocates, stakeholders, and Congressional lawmakers are pushing to amend COPPA to ensure its data protections are reflective and befitting of the online environments youth experience today. 

The new House version of COPPA 2.0, introduced by Reps. Tim Walberg (R-MI) and Laurel Lee (R-FL), would amend the law by adding new definitions, revising the knowledge standard, augmenting core requirements, and adding in new substantive provisions. Although the new COPPA 2.0 introduction marks meaningful progress in the House, it is not the first attempt to update COPPA. The Senate has pursued COPPA reforms since as early as 2021, and Senators Markey (D-MA) and Cassidy (R-LA) most recently reintroduced their version of this framework in March 2025–one that is distinguishable from this new House version in several meaningful ways. Note: For more information on the exact deviations between the current Senate and House versions of COPPA 2.0, click the button below for a redline comparison of these two proposals.

Putting all the dynamic COPPA 2.0 legislative activity into focus–this blog post summarizes notable changes to COPPA under the House proposal and notes key divergence points from the long-standing Senate framework. In sum, a few key takeaways include:

Scope and Definitions 

While there are many technical amendments proposed in the House COPPA 2.0 legislation to clarify existing provisions in COPPA, there are four key additions and modifications in the bill that significantly alter its scope and application. First, the bill expands protections to teens. While current COPPA protections only cover children up to the age of 13, COPPA 2.0 would expand protections to include teens under the age of 17. 

Second, the bill would revise the definition of “personal information” to match the expanded interpretation established through FTC regulations, which includes subcategories such as geolocation data, biometric identifiers, and persistent identifiers (e.g. IP address and cookies), among others. The proposed definitions for these categories largely follow the COPPA rule definitions, except for a notable difference to the definition of biometric identifiers. 

Specifically, COPPA 2.0 includes a broader definition of biometric identifiers by removing the requirement that processed characteristics “can be used” for individual identification that was included in the COPPA Rule definition. Therefore, under the new text, any processing of an individual’s biological or behavioral traits–such as fingerprints, voiceprints, retinal scans, facial templates, DNA, and gait–would qualify as a biometric identifier, even if the information is not capable of or intended for identifying an individual. The broader definition of biometric identifiers embraced by the House may have noteworthy implications for state privacy laws, which typically limit definitions of biometric information to data “that is used” to identify an individual. In contrast, to the House approach, the Senate proposal for COPPA 2.0 adopts a definition of biometric identifiers that is limited to characteristics “that are used” to identify an individual.

Third, COPPA 2.0 would formally codify the long-standing school consent exception used in COPPA compliance and FTC guidance for over a decade. As a result, operators acting under an agreement with educational agencies or institutions would be exempted from the law’s parental consent requirements with respect to students, though notably, the proffered definition of “educational agency or institution” would only capture public schools, not private schools and institutions.

Lastly, one of the most significant proposed modifications to COPPA’s scope involves the knowledge standard. Currently, COPPA requires operators to comply with the law’s obligations when they have actual knowledge that they are collecting the personal information of children under 13 or when they operate a website or online service that is directed towards children. The House version of COPPA 2.0 would establish a two-tiered standard that largely maintains the actual knowledge threshold for operators, except for “high-impact social media companies” who would be subject to an actual knowledge or willful disregard standard. The House’s use of an actual knowledge or willful disregard standard for large social media companies tracks with the emerging trend in some state privacy laws that provide heightened online protections for youth, which have more broadly employed the actual knowledge or willful disregard standard. In contrast, the Senate COPPA 2.0 proposal includes a novel and untested “actual knowledge or knowledge fairly implied on the basis of objective circumstances” standard.

Substantive Obligations and Rights 

The House version of COPPA 2.0 would both augment existing COPPA protections and add in new substantive obligations and provisions significant for compliance. Notable amendments proposed in this new legislation to augment COPPA protections include:

In addition to amendments that bolster existing COPPA protections, several amendments also add in notable substantive provisions:

Looking Ahead

Enacting COPPA 2.0 would expand online privacy protections for children and teens; and the fact that both chambers have introduced proposals underscores the growing legislative momentum to enshrine stronger youth privacy protections at the federal level. And yet, despite the Congressional motivation to advance legislation on youth privacy and safety this session, it is notable that the House version of COPPA 2.0 does not have the same bipartisan support as its Senate counterpart. What the exact impact of the lack of bipartisan support will mean for the future of the House’s COPPA 2.0 proposal remains subject to speculation. However, FPF will continue to monitor the development of COPPA 2.0 legislation alongside the progression of other bills included in the robust House Energy & Commerce youth online privacy and safety legislative package.