[{"source":"Canadian Association of Law Libraries / L'Association canadienne des bibliothèques de droit CALL/ACBD Blog","description":"CALL member Erica Friesen, Research and Instruction Librarian & Online Learning Specialist at the Lederman Law Library at Queen's University in Kingston, Ontario recently wrote an article on \" Thoughts on the New Lexis+ Brief Analysis Tool: For Law Students and Novice Researchers \". It originally appeared on Slaw.ca on September 28, 2022. It is republished here with permission of the author. New academic year; new legal research tools. Something new always comes out right as another cohort of students is gearing up to begin their law degree. And, as with many new product launches these days, “artificial intelligence” is often a prominently displayed term with accompanying materials. As legal publishers continue to launch AI-driven research tools in Canada, what do students and other novice researchers need to know to be prepared for their first forays into legal research? Lexis recently launched the latest version of their legal research platform, Lexis+ Canada, for Canadian law schools. It features significant updates that employ artificial intelligence, including a “Brief Analysis” tool in line with similar products offered by Westlaw Edge (on the US platform) and vLex (already available in Canada). According to Lexis+, this tool helps researchers “expedite completion of briefs and other legal documents.” Once your document is uploaded, it spits out a report including the following categories: 1) recommended cases, 2) cases and legislation cited in your document, 3) jurisdiction, and 4) extracted and recommended concepts. While I do not intend to comment on the utility of this tool for practitioners, I have no doubt that students beginning law school or working in summer or articling positions are bound to encounter this new feature sooner or later. When you do, you may have questions: should I be using this tool? How or how not? The landing page for this tool in Lexis+ contains no information on how this tool works and the Lexis+ Canada “Help” database so far contains minimal documentation. Confusion or uncertainty is understandable with such opacity. To gain some insight, let’s run an experiment: take two case comments written by different authors on the same Supreme Court case from 2004. [1] An older decision means that we should retrieve an abundance of recommendations from the intervening 18 years. Both comments include an overview of the area of law at the time of this decision as well as an analysis of how this particular decision would change the area of law. Once Lexis analyzed these documents, I exported the resulting report and compared the results for each comment. Here are the two documents, in case you’d like to run the experiment yourself: Comment A: Teresa Scassa, “Recalibrating Copyright Law?: A Comment on the Supreme Court of Canada’s Decision in CCH Canadian Limited et al. v. Law Society of Upper Canada ”, Case Comment, (2004) 3:2 CJLT 89. Comment B: WL Hayhurst, “The Canadian Supreme Court on Copyright: CCH Canadian Ltd. v. Law Society of Upper Canada ”, Case Comment, (2004-2005) 41 Can Bus LJ 134. Recommended Cases “Recommendations” is the section of the Brief Analysis report that lists additional case law for you to consider adding to your legal document. Brief Analysis recommended 58 unique cases in total between Comment A and Comment B. However, only 10 of those cases were the same between the two documents (after adjusting for “recommended” cases that were actually cited in the other document). See Figure 1 . Key takeaway: Legal research and writing is an art, not a science. AI-driven tools like these run on the material that you upload, so you can expect substantially different results depending on the quality of analysis and the decisions you made in producing the original document. This does not mean that there is no value in using the tool, but you cannot expect it to help you build something from nothing. Recommendations are based on the content in the document,","id":3241473,"url":"https://www.callacbd.ca/CALL-Blog/12957419","titre":"CALL Member Article: Thoughts on the New Lexis+ Brief Analysis Tool: For Law Students and Novice Researchers","pubDate":"Mon, 26 Oct 2026 07:55:49 +0100"},{"source":"Canadian Association of Law Libraries / L'Association canadienne des bibliothèques de droit CALL/ACBD Blog","description":"Hannah Steeves, the Instruction & Reference Librarian at the Sir James Dunn Law Library, Dalhousie University (Halifax), recently wrote an article on \"Using Vinyl & Spotify to Understand Legal Information Online\" . It originally appeared on Slaw.ca on February 15, 2022 . Most legal research is done online through a combination of open and subscription databases. Legal information is available at our fingertips through Justice Laws, LEGISinfo, CanLII, Westlaw, Lexis, ProView, SOQUIJ, [insert your preferred database here], and the list goes on. The availability of electronic resources has radically changed—and will continue to change—the way legal professionals conduct research. However, despite my enthusiasm for the improved accessibility and retrievability, I think the lack of engagement that new legal researchers have with print resources creates comprehension issues. The disconnect between a source’s print and electronic formats reduces their understanding of the process used to create the document. Understanding this process helps us understand the organization of information and makes a researcher more efficient. New legal researchers are often introduced directly to the electronic version of a source without fully understanding how it came to be. For example, a student might learn about legislation and be shown how to trace a legislative history using Justice Laws without ever interacting with the print, bound statutes. They are missing the benefits of seeing the tangible organization of annual, revised, and consolidated statutes. Another example is having a student use ProView without ever flipping through a physical binder and understanding how loose-leaf releases work. Although they know each source is unique, they all present approximately the same online. Unfortunately, limited class time and COVID-19 have made it nearly impossible to get students into the library to conduct research with print sources. I try to grab print copies of case reporters, volumes of statutes, and loose-leafs to show students in person or on Zoom, but the effect is not the same as engaging with the print source directly. Instead, when I meet with students, I often see ~18 tabs open in their browsers with sites ranging from course materials, Google, CanLII, and their preferred subscription platform. They ask me, “ Why does this have to be so complicated?” And they’re right! It does seem complicated, at first glance. If we had created these resources using our modern digital environment, they would be organized differently. Print established the rules, and the digital versions have been bound by them. When I try to explain why the digital versions might seem unnecessarily complex, but that understanding how to use the print sources will improve their navigation of the digital versions, I use the following analogy. First, assuming Spotify is the most common music app, I ask students whether they’re more likely to download/stream full albums or singles. Once they’ve answered, I explain that the point of this question is to determine that they understand that a single song is situated within an album—the album is a collection of songs. Next, I ask if they know why artists produce albums. This one takes a bit of waiting, and in a classroom setting a music aficionado may bring up the concept album (and rightly so!), but usually there’s someone who knows that the standard album is a result of the time limitations set by vinyl, specifically the 33 rpm LP record . (Or maybe they Google it as I’m waiting for an answer—who am I to judge?) With a brief explanation, it becomes clear that vinyl restricted artists to around 44 minutes of playing time, and this explains the standard album format still used today. The next step is to connect the persistence of the album through various eras of music. The album has survived the evolution of music distribution. Historically, it started with vinyl, but remained through transitions between audio cassette, the CD, through to","id":3241462,"titre":"Using Vinyl & Spotify to Understand Legal Information Online","url":"https://www.callacbd.ca/CALL-Blog/12614092","pubDate":"Mon, 26 Oct 2026 07:55:48 +0100"},{"id":3233179,"description":"Following widespread looting sprees and acts of violence occurring on the sidelines of the October 17 student protests, so-called “casseurs” seem to be the centre of attention. But the term, which comes from the French verb casser or “to break”, poses more questions than answers. The sociologist Paolo Stuppia examines the unprecedented situation many cities across France are having to contend with, and the complex combination of collective action whose motivations are unclear and the social media’s extreme agility. The Conversation: How unprecedented are the scenes of looting that we witnessed on the sidelines of the October 17 demonstrations? Paolo Stuppia: What may be unprecedented is the extent of the destruction of private property and the goods that have been stolen. It should be clear, however, that not all the looters can necessarily be sorted into identifiable groups, at least politically. Indeed, as the politician Xavier Crettiez, the sociologist Isabelle Sommier and the historian François Audigier emphasised in 2021 in their joint project Violences politiques en France , the targets of acts of violence that are considered to be politically motivated can be determined both by technical constraints and the militant culture of the people involved. Let us recall Italy in the 1970s when autonomous activists spoke of “self-reduction” (the act of seizing goods or essential services), Maoists in France spoke of proletarian reappropriation. Their raid on Fauchon’s luxury grocery store on place de la madeleine and the redistribution of goods to slums and workers’ hostels that ensued went down in history as their biggest claim to fame. Can we go as far as to say that the October 17 looting sprees were politically motivated ? Even if we do not have all the details concerning the profiles of the people arrested, videos posted on social media and stolen goods being resold online tend to rule out the idea. That said, at least some of the targets were chosen haphazardly. While some are symbols of capitalism, like luxury stores, insurance companies, banks, multinationals , others included a number of more localised stores, small shops selling toys or video games; for example, which are rarely targets for such incidents. If, especially since the alter-globalisation movement , we have seen the emergence of damage to property, primarily targeting symbols of capitalism and multinationals, in particular; this phenomenon goes hand in hand with “off the cuff” incidents by groups without any political affiliation, who join demonstrations to “get in on the act” in such a way that we are unable to determine whether it’s just a way of letting off steam or if it’s driven by a goal of redistributing goods – this weekend we witnessed some scenes of goods being redistributed, such as food being given to the homeless. What do we know about casseurs’ profiles? When did they appear in the demonstrations and when did the term first appear in the media? P.S.: Historically, the first research article on the casseur phenomenon can be traced back to the sociologist Gwenola Ricordeau . In France in the 1990s, as was the case during the student and high school movement of 1998, Ricordeau noticed that young people came to demonstrations to commit acts of vandalism or to mug people without having anything to do with the causes behind protest movements. They were driven by opportunism and also a desire to break up the monotony of everyday life. The fact of disqualifying people by designating them as “criminals on the street” therefore ultimately leads us to riot-like phenomena, with or without the “looting” element, which are part of the continuity of “suburban revolt” or “city riots” which have gradually developed in working-class neighbourhoods since the second half of the 1970s. As we demonstrated alongside the sociologist Valérie Becquet in our book Géopolitique de la jeunesse , it","source":"The Conversation – Articles (FR)","pubDate":"Thu, 22 Oct 2026 08:03:11 +0200","titre":"France’s ‘casseurs’: why the term fails to do justice to the extent of looting and spiralling unrest","url":"https://theconversation.com/frances-casseurs-why-the-term-fails-to-do-justice-to-the-extent-of-looting-and-spiralling-unrest-294805"},{"titre":"First FTC ROSCA case challenges bogus BOGO and \"free\" claims","url":"https://www.ftc.gov/business-guidance/blog/2014/10/first-ftc-rosca-case-challenges-bogus-bogo-free-claims","pubDate":"Wed, 07 Oct 2026 08:05:50 +0200","source":"FTC USA Business Blog Posts","description":"First FTC ROSCA case challenges bogus BOGO and \"free\" claims wfg-adm109 October 21, 2014 | 12:02PM First FTC ROSCA case challenges bogus BOGO and \"free\" claims By Lesley Fair It’s called ROSCA – the Restore Online Shoppers’ Confidence Act – and it prohibits marketers from charging consumers for an online transaction unless the marketer has clearly disclosed all material terms of the deal and received the consumer’s express informed consent. Your e-commerce clients will want to know about the FTC’s first ROSCA case , filed recently in Nevada. According to the lawsuit, Health Formulas, LLC and a tangle of related California- and Nevada-based companies and individuals – consumers may know them as Simple Pure Nutrition – pitched a variety of products for weight loss, muscle building, virility, and skin care. The defendants advertised diet supplements like Pure Green Coffee Bean Plus and RKG Extreme as a shortcut to drop the pounds: “Burn fat without diet or exercise,” “Extreme weight loss!” “Shed pounds fast!” “Super concentrated double fat burning,” etc. Among the defendants’ more colorful business names: Weight Loss Dojo, Longhorn Marketing (sorry, Texas fans), Black Bull, and Unleash the Thunder. But unsubstantiated weight loss claims were just the start. The FTC says the defendants lured people in with bogus promises of a “free” trial or deceptive buy-one-get-one (BOGO) offers. Then they tricked consumers into giving their credit or debit card information with the false implication that consumers had to “just pay shipping.”   Digits in hand, the defendants really went to town, allegedly signing consumers up without their authorization for a negative option program that billed their accounts over and over again, to the monthly tune of between $60 and $210. The FTC says the defendants violated ROSCA by using a negative option feature without providing clear and conspicuous disclosures, getting the consumer’s express informed consent, and offering a simple mechanism for stopping the recurring charges. The FTC’s complaint also cites the defendants’ hard-to-find and hard-to-understand fine-print “terms and conditions,” which consumers could reach only by scrolling through the equivalent of two printed pages and clicking on an obscure hyperlink. Assuming they found it – and that’s a big if – the typical “terms and conditions” document was 10 pages long. On some websites, consumers had to scroll down the payment page to see further fine-print disclosures about the cost of the products. The first sentence reiterated what consumers generally understood (“You must pay a shipping and handling fee of $4.95 for us to send you a full 30 day supply of Garcinia Cambogia Extract”) but it wasn’t until the middle of the paragraph that the defendants mentioned that the trial period lasts only 14 days, that it began when the items were shipped (not delivered), and that consumers would be charged after that. Other websites didn’t even include that information. According to the lawsuit, consumers who attempted to take the defendants up on their money-back guarantee were met with a series of undisclosed roadblocks. In addition to the ROSCA counts, the FTC says the defendants’ practices violated the Electronic Fund Transfer Act by debiting consumers’ accounts on a recurring basis without their prior written authorization. What’s more, the complaint charges that the defendants continued to call people after being told to cut it out, in violation of the Telemarketing Sales Rule’s entity-specific Do Not Call provisions. The FTC says they also violated the TSR through a series of deceptive upsells. A federal judge has entered a temporary restraining order and the FTC is seeking to put a permanent stop to the defendants’ illegal practices. If your clients have ROSCA questions, the","id":3201052},{"pubDate":"Mon, 05 Oct 2026 14:07:45 +0200","titre":"First INFORM Consumers Act enforcement case filed against online marketplace Temu","url":"https://www.ftc.gov/business-guidance/blog/2025/09/first-inform-consumers-act-enforcement-case-filed-against-online-marketplace-temu","id":3198178,"description":"First INFORM Consumers Act enforcement case filed against online marketplace Temu kkrown September 5, 2025 | 10:00AM First INFORM Consumers Act enforcement case filed against online marketplace Temu Online marketplaces and third party sellers looking for a refresher on the INFORM Consumers Act should look no further than the recent settlement with Whaleco, Inc., which operates the online marketplace Temu. The complaint alleges the company failed to provide online shoppers with required information and tools. This is the first case brought to enforce the INFORM Act. The INFORM Act, which went into effect in 2023, seeks to make online transactions more transparent. Among other things, the law requires online marketplaces to collect, verify, and disclose certain information about high-volume third party sellers. ( Informing Businesses about the INFORM Consumers Act  has more on how the law defines terms, what’s required of online marketplaces, and the substantial penalties the FTC and state law enforcers may seek if online marketplaces violate the law.) In 2022, Temu launched its online marketplace in the United States, where consumers can view product listings on Temu’s homepage, through search results, and in gamified shopping experiences on the platform. According to the complaint, Temu violated the INFORM Act by failing to offer a mechanism for consumers to report suspicious activity — electronically and by phone — on the gamified product listings of many high-volume third party sellers and by failing to offer a telephonic mechanism on non-gamified product listings. The complaint also alleges that Temu did not post required identifying information about sellers on its gamified product listings or mobile site, and that Temu’s disclosures, when made, were difficult to find. According to the settlement, Temu will pay a $2 million civil penalty, provide a telephonic mechanism for consumers to report suspicious activity on listings, and make other required disclosures. Is your business covered by the INFORM Act? Make sure you:  Review the provisions of the INFORM Act thoroughly . Make sure you fully understand — and have measures in place to comply with — each of its requirements. Make required disclosures easy for consumers to notice . Required disclosures should stand out from any surrounding material and use plain language. Minimize or eliminate steps consumers need to take to reach required disclosures. Ensure required disclosures are available across all iterations of your platform . The INFORM Act mandates disclosures on all interfaces with product listings. And as your platforms evolve, regularly assess and update your compliance efforts. If your business sells through online platforms, check out  What Third Party Sellers Need to Know About the INFORM Consumers Act . This covers what sellers are impacted by the INFORM Act, what you can expect online platforms to require of you, and what information platforms must disclose about you to consumers. It also answers some questions you may have about the law. And if you spot a violation of the INFORM Act, r­eport it to the FTC using this  dedicated link","source":"FTC USA Business Blog Posts"},{"pubDate":"Sat, 03 Oct 2026 08:09:38 +0200","titre":"Buckle up for a two-lane look at car buying","url":"https://www.ftc.gov/business-guidance/blog/2020/07/buckle-two-lane-look-car-buying","source":"FTC USA Business Blog Posts","id":3194915,"description":"Buckle up for a two-lane look at car buying lfair July 30, 2020 | 1:04PM Buckle up for a two-lane look at car buying By Lesley Fair It’s one of the biggest purchases people make, but two new FTC staff reports examine some common pitfalls when consumers are in the market for a car. Buckle down and read the Bureau of Consumer Protection’s Buckle Up: Navigating Auto Sales and Financing , which focuses on the challenges buyers face in getting accurate, understandable information when shopping for a vehicle. Not in the auto business? Not so fast. The deep-dive analysis of  Buckle Up  and an accompanying report by BCP staff and the Bureau of Economics – The Auto Buyer Study: Lessons From In-Depth Consumer Interviews And Related Research  – offer insights into the perception and behavior of consumers in the study that can apply to other industries. The FTC’s interest in auto-related transactions goes back decades. (Check out Volume 1 of Federal Trade Commission Decisions for a 1919 case regarding deception in the sale of auto parts.) The FTC has brought law enforcement actions challenging illegal practices, held workshops and roundtables to hear from consumer groups and industry members, and educated buyers and sellers about their rights and responsibilities. One notable feature about the two new reports is that FTC staff went straight to the source and based their views, in part, on detailed interviews with consumers about their experiences when buying and financing a vehicle. You’ll want to read Buckle Up from bumper to bumper, but one key finding is that consumers may be unaware of key terms in sales and financing contracts. One reason may be the extent to which the negotiations process focuses primarily on the monthly payment. That approach can leave consumers in the dark about other important – sometimes even more important – financial variables like the down payment, the length of financing, the total sales price, and the annual percentage rate. So let’s say the consumer has decided on a vehicle and has come to an agreement on the price. All done? Consumers may think the checkered flag is in sight, but for the dealership, negotiations have just begun. First, as the report suggests, “price” can be an elusive concept in the context of car buying. Does it mean sticker price, out-the-door price, total sales price, or something else? Furthermore, it’s often in a last-lap meeting in the financing office that dealers raise the issue of add-ons – purchases like extended warranties, service plans, credit insurance, GAP policies, window etching, etc., that can add substantially to what consumers walking into the office thought the price was. Add-ons also may have limits or conditions and may not cover what consumers expect. The staff report suggests several reasons why add-ons were the single greatest area of confusion for consumers who participated in the study. According to the report, the talk turned to add-ons only after long hours (or days or weeks) of negotiations left consumers feeling both pressured to close the deal and confused by the details. Even the very nature of the products left many consumers bewildered. Are these add-ons mandatory? Are they free? Is the cost included in what consumers perceive as the already agreed-upon price? Does the dealership’s practice of bundling – offering add-ons as a package – mean buyers can’t pick and choose the add-ons they want? What about consumers’ opportunity to review the purchase and financing paperwork? As the report notes, “[T]he length of the auto-buying process, the amount of paperwork involved, and the technical industry jargon often coalesce to make meaningful review and engagement a challenging task.” Participants in the study cited the exhausting negotiation process, a sense of feeling rushed at the end, information overload that left some of them “overwhelmed,” and the difficulty of reviewing documents on a tablet or other"},{"pubDate":"Wed, 26 Aug 2026 07:58:50 +0200","titre":"Imagining a Possible Future: Self-Represented Litigant Courts","url":"https://www.slaw.ca/2026/08/25/imagining-a-possible-future-self-represented-litigant-courts/","source":"Slaw","id":3116462,"description":"The growth of self-representation in all adjudicative settings may ultimately require a new approach to adjudication that is even more fundamental than a root and branch overhaul of procedure and practice. What legislators and courts may need to consider is the development of forums that are focused on and limited to adjudicating cases involving SRLs. Such courts would channel cases involving SRLs into a specific forum where court participants, including the adjudicator and court staff and any required wrap-around services, would exclusively plan for and engage with litigants who do not have legal representation. One such experiment has been underway . . . [more] The post Imagining a Possible Future: Self-Represented Litigant Courts appeared first on Slaw"},{"pubDate":"Mon, 30 Mar 2026 19:32:59 +0200","titre":"Public consultation on the draft BEREC Report on Virtual Worlds and Web 4.0","url":"https://www.berec.europa.eu/en/public-consultations-calls-for-inputs/public-consultation-on-the-draft-berec-report-on-virtual-worlds-and-web-40","id":2792998,"description":"Public consultation on the draft BEREC Report on Virtual Worlds and Web 4.0 yannick.stephan Tue, 17/03/2026 - 09:26 Breadcrumbs Public Consultations & Calls for Inputs Deadline: Monday, 20 April 2026 (17:00 CEST) During the 66th BEREC plenary meeting (12-13 March 2026), the Board of Regulators approved the Draft BEREC Report on Virtual Worlds and Web 4.0 (BoR (26) 39) for public consultation. The report in a nutshell Virtual worlds (VW) and web 4.0 are at the basis of a transition to the 4th generation of internet based services, leading toward industry 4.0 and smart society. This shift is driven by artificial intelligence (AI) integration in networks and services. Hence, web 4.0 and immersive services are meant to have a significant economic and social impact by transforming the way in which industrial production evolves and automates its processes. At the same time, they transform the fruition of online content and applications by users. This draft BEREC Report provides a fully-fledged analysis. The first part of the draft Report dives into the connectivity developments as well as the transition to network-as-a-service (NaaS). It also provides examples of use cases cutting across industrial and societal applications. The second part deals with challenges posed to electronic communications networks/services (ECN/S) operators related either to the investment lines or to business models and market positioning. In such a scenario, focus is dedicated also to regulatory challenges, for instance the need to guarantee openness and interoperability and to foster investment. The Report builds on previous BEREC work, including the high-level position on artificial intelligence and virtual worlds provided as a contribution to the call for inputs on competition in generative AI and VW issued in 2024 by the European Commission (EC). The report is framed in the following 5 chapters and Conclusion: Introduction Chapter by providing a definition for VW, based on its key characteristics; Chapter 2 provides some concrete examples of use cases; Chapter 3 describes the connectivity challenges faced to enable VW and the network upgrades; Chapter 4 assesses the potential role of electronic communication providers in the provision of VW/Web 4.0 services, as well as any possible future profit streams and incentives; Chapter 5 examines the potential electronic communications regulatory challenges that may arise. Submit your contributions Interested parties are kindly asked to send their contributions via email to berec_virtualworld_pc@distro.berec.europa.eu no later than 20 April 2026 (17:00 CEST). Contributions should preferably be sent in English. To facilitate processing of the responses, the comments provided should clearly refer to the certain chapters/paragraphs of the document. After submitting the contribution, you will receive an acknowledgement email. In case you do not receive it, please contact the BEREC Office via the same email. All stakeholders are strongly encouraged to submit their contributions as early as possible – those received after the above-mentioned deadline will not be taken into account. In accordance with the BEREC policy on public consultations , BEREC will publish all contributions and a summary of the contributions, respecting confidentiality requests. Any such request should clearly indicate information that is considered confidential and should be accompanied by a non-confidential version. Privacy statement type Privacy Statement for Public Consultation Category Name Ongoing Public Consultations and Calls for Inputs Notify subscribers","source":"BEREC Office"},{"description":"Brussels, 18 December - The European Data Protection Board (EDPB) has adopted an opinion* on the use of personal data for the development and deployment of AI models . This opinion looks at 1) when and how AI models can be considered anonymous, 2) whether and how legitimate interest can be used as a legal basis for developing or using AI models, and 3) what happens if an AI model is developed using personal data that was processed unlawfully. It also considers the use of first and third party data. The opinion was requested by the Irish Data Protection Authority (DPA) with a view to seeking Europe-wide regulatory harmonisation. To gather input for this opinion, which deals with fast-moving technologies that have an important impact on society, the EDPB organised a stakeholders’ event and had an exchange with the EU AI Office. EDPB Chair Talus said: “AI technologies may bring many opportunities and benefits to different industries and areas of life. We need to ensure these innovations are done ethically, safely, and in a way that benefits everyone. The EDPB wants to support responsible AI innovation by ensuring personal data are protected and in full respect of the General Data Protection Regulation (GDPR).” Regarding anonymity , the opinion says that whether an AI model is anonymous should be assessed  on a case by case basis by the DPAs. For a model to be anonymous, it should be very unlikely (1) to directly or indirectly identify individuals whose data was used to create the model, and (2) to extract such personal data from the model through queries. The opinion provides a non-prescriptive and non-exhaustive list of methods to demonstrate anonymity. With respect to legitimate interest , the opinion provides general considerations that DPAs should take into account when they assess if legitimate interest is an appropriate legal basis for processing personal data for the development and the deployment of AI models. A three-step test helps assess the use of legitimate interest as a legal basis. The EDPB gives the examples of a conversational agent to assist users, and the use of AI to improve cybersecurity. These services can be beneficial for individuals and can rely on legitimate interest as a legal basis, but only if the processing is shown to be strictly necessary and the balancing of rights is respected. The opinion also includes a number of criteria to help DPAs assess if individuals may reasonably expect certain uses of their personal data. These criteria include: whether or not the personal data was publicly available, the nature of the relationship between the individual and the controller, the nature of the service, the context in which the personal data was collected, the source from which the data was collected, the potential further uses of the model, and whether individuals are actually aware that their personal data is online. If the balancing test shows that the processing should not take place because of the negative impact on individuals, mitigating measures may limit this negative impact. The opinion includes a non-exhaustive list of examples of such mitigating measures, which can be technical in nature, or make it easier for individuals to exercise their rights or increase transparency. Finally, when an AI model was developed with unlawfully processed personal data, this could have an impact on the lawfulness of its deployment, unless the model has been duly anonymised. Considering the scope of the request from the Irish DPA, the vast diversity of AI models and their rapid evolution, the opinion aims to give guidance on various elements that can be used for conducting a case by case analysis. In addition, the EDPB is currently developing guidelines covering more specific questions, such as web scraping. Note to editors: *An Article 64(2) opinion addresses a matter of general application or produces effects in more than one Member","id":1792119,"source":"EDPB News","url":"https://www.edpb.europa.eu/news/news/2024/edpb-opinion-ai-models-gdpr-principles-support-responsible-ai_en","titre":"EDPB opinion on AI models: GDPR principles support responsible AI","pubDate":"Wed, 18 Dec 2024 15:47:16 +0100"}]