: Maintenance regulations are complex legal texts thatare difficult to exploit when addressing a specific case and challenging to integrate into operational systems. This paper presents a two-stage LLM-assisted workflow for French maintenance regulations: ontology engineering from a SEMLEG-based core ontology, followed by construction of an ontology-grounded French legal knowledge graph. The first stage consists in the open extraction of typed entities and triples from a stratified corpus sample, the normalization of labels through embedding-based fusion, and the induction of candidate object properties with their signature (domain and range). The second stage uses the resulting ontology to guide the closed extraction of triples and RDF graph construction over the full corpus. Experiments with GPT-4.1 and mistral-large-2512 show robust structured outputs, near-complete class alignment, and a substantial reduction of duplicated entities and predicates after fusion. Fewer than 20% of triples introduce unseen pr[...]
: 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 signific[...]
: 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 s[...]
: 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 [...]
: Background information Date of final decision: 15 May 2025 National case Controller: SOLOCAL MARKETING SERVICES Legal Reference(s): Article 7 (Conditions for consent), Article 6 (Lawfulness of processing) Decision: administrative fine and an order to cease electronic commercial prospecting in the absence of valid consent, together with a penalty of 10 000 € per day overdue after a period of 9 months Key words: administrative fine, consent, unsolicited communication Summary of the Decision Origin of the case As the French Supervisory Authority (SA) made commercial prospecting a priority topic for investigations in 2022, it focused on the practices of professionals in the sector, particularly those who resell data, including the many intermediaries in this ecosystem known as data brokers. The French SA carried out investigations on SOLOCAL MARKETING SERVICES which got prospect data mainly from data brokers, publishers of game contests and product testing sites (these actors are the first links in the cha[...]
: Background information Date of final decision: 15 May 2025 National case Controller: SOLOCAL MARKETING SERVICES Legal Reference(s): Article 7 (Conditions for consent), Article 6 (Lawfulness of processing) Decision: administrative fine and an order to cease electronic commercial prospecting in the absence of valid consent, together with a penalty of €10 000 per day overdue after a period of 9 months Key words: administrative fine, consent, unsolicited communication Summary of the Decision Origin of the case As the French Supervisory Authority (SA) made commercial prospecting a priority topic for investigations in 2022, it focused on the practices of professionals in the sector, particularly those who resell data, including the many intermediaries in this ecosystem known as data brokers. The French SA carried out investigations on SOLOCAL MARKETING SERVICES which got prospect data mainly from data brokers, publishers of game contests and product testing sites (these actors are the first links in the chai[...]
: Brussels, 19 March - The EDPB has launched its Coordinated Enforcement Framework (CEF) action for 2026*. Following a year-long coordinated action on the right to erasure in 2025 , the CEF's focus this year will shift to compliance with the obligations of transparency and information under the GDPR . The GDPR ensures that individuals are informed when their data is being processed (under Art. 12, 13 and 14). This right to be informed is a core element of transparency and ensures that individuals have more control over their data. Next steps During 2026, 25 Data Protection Authorities (DPAs) across Europe will take part in this initiative. They will look closely to assess the compliance of controllers with their transparency obligations under the GDPR. Participating DPAs will soon contact controllers from different sectors across Europe, either through enforcement actions or fact-finding exercises. In the latter case, they might also decide to undertake additional follow-up actions if needed. During the second[...]