[{"id":3218421,"description":"This article belongs to the debate » Thinking Machines, Thinking Lawyers14 October 2026The (Currently) Uneven Intelligence of AI in Comparative Constitutional Law From Years of Research to a Single Prompt? Artificial intelligence (AI) has the potential to accelerate and improve the quality of research. This potential has inspired numerous projects exploring how AI could help scholarship on constitutional law. For example, there is research using AI to interpret constitutions,1) apply constitutional principles,2) and predict court rulings.3) Even the question of whether AI could improve the process of constitution-making has been studied.4) AI’s potential is particularly significant for comparative constitutional research. Systematically comparing legal systems requires locating sources from different jurisdictions, which are often difficult to access and only available in local languages. The creation of comparative legal datasets has thus involved considerable personnel, time, and financial resources. AI can overcome many of these obstacles. AI models can search for and translate foreign-language sources, filter them, and convert the filtered information into a dataset. In doing so, AI offers the prospect of datasets — which previously required years of research and the efforts of numerous experts and research assistants to compile — being just a prompt away. However, whether AI models can generate comparative law datasets that are qualitatively comparable to human-coded datasets has not yet been addressed (although Guha et al provide an example for a broader legal benchmarking exercise).5) We therefore conducted our own benchmarking study.6) We found evidence suggesting that recent AI models may be able to code simple factual data, but they are likely unreliable substitutes for expert human coders when conceptual or interpretive judgment is required. The Benchmarking Project: Seven Coding Tasks, Four Datasets, Two LLMs In our project, we tested the ability of two large language models (LLMs) to code different types of information relevant to comparative constitutional law. We specifically assessed whether LLMs can reproduce information from four existing comparative constitutional law datasets, all of which were compiled through human coding and which served as a ‘ground truth’ for our exercise. From these datasets, we asked the LLMs to code seven variables, which can be thought of as seven tasks relevant to the creation of comparative constitutional law datasets. Each of these tasks is either a test of fact-finding or reasoning abilities. First, from the Executive Term Limit Evasion Dataset,7) we drew information on whether presidents in 106 presidential systems have evaded constitutionally mandated term limits between 2000 and 2019. The dataset includes one variable on whether presidents attempt to overstay past the end of their term. The second variable captures what strategies executives use for doing so, such as amending the constitution, replacing it with a new one, or asking the court to interpret term limits out of the constitution. While determining whether a president overstayed is a fact-finding task, assessing the strategy used to do so requires reasoning. Second, from the Comparative Constitution Making Dataset,8) we drew information on the process by which constitutions were adopted in democracies between 1900 and 2015. This dataset also includes fact-finding variables such as (1) whether citizens were involved in the formulation, discussion, or submission of reform proposals, and (2) whether citizens participated in popular referendums at any stage in the process. The dataset’s most important variable (3) captures whether constitutions reflect ‘plural elite agreement,’ that is, whether all relevant elite factions in society were involved and represented during the process. The recreation of this variable requires reasoning. Third, from the Characteristics of National Constitutions Dataset9), we drew on its coding of 43 first-generation constitutional","source":"Scoop.it - Documentation juridique (Stéphan Cottin)","pubDate":"Thu, 15 Oct 2026 08:26:22 +0200","url":"https://verfassungsblog.de/the-currently-uneven-intelligence-of-ai-in-comparative-constitutional-law/","titre":"The (Currently) Uneven Intelligence of AI in Comparative Constitutional Law"},{"source":"FTC USA Business Blog Posts","id":3201873,"description":"A clothes look at the RN database: Q&A with FTC staff lfair October 5, 2017 | 11:18AM A clothes look at the RN database: Q&A with FTC staff By Lesley Fair It’s not much bigger than a postage stamp, but the label on many textile, wool, and fur products provides important information, including fiber content, country of origin, and a company name or Registered Identification Number (RN). The FTC administers the RN system and industry members will want to check out recent upgrades to the RN website . With RNs and labels on our mind, we asked some common RN-related questions to attorney Josh Millard, whom we’d label as one of the FTC’s go-to people on the subject. First things first. What’s an RN? JOSH:   A Registered Identification Number (RN) is a numerical designation – the prefix RN followed by a set of digits – that identifies the company responsible for marketing, distributing or otherwise handling a product covered by the Textile, Wool, and Fur Acts.  Because some labels are small and some company names are long, the law allows U.S.-based businesses to use an RN as a “shorthand” identification. We think the upgrades to the RN website will make it even easier for businesses to use. How do I get an RN for my company? JOSH:   Apply online. FTC staff will review your application and email you typically within 1-3 business days. As soon as your application has been approved, you’ll receive your RN.  How much does it cost to get an RN? JOSH:   There’s no charge. Is it mandatory that companies use an RN on labels? JOSH:   No, you don’t have to use an RN. It’s perfectly acceptable to include your company name instead, but many companies prefer to use an RN because it takes up less space. The RN system has other benefits, too. For example, it lets people identify your business easily through the RN Search screen . Consumers or other industry members can type in the number and readily find your business. Our company doesn’t reside in the United States.  Can we get an RN? JOSH:   Only U.S.-based businesses can get an RN. If your foreign company manufactures or is involved in the advertising, distribution, or sale of a product covered by the Textile, Wool, and Fur Acts, put the company name on the label instead of an RN. Alternatively, you can label the product with the RN or business name of a U.S. company directly involved with importing, distributing, or selling the product when that’s the case. Going through our records we found we have multiple RNs.  Is that a problem? JOSH:   It’s not prohibited, but we no longer issue multiple RNs to a single company and encourage companies to cancel any extra RNs to simplify recordkeeping. Our headquarters has moved since we applied for an RN.  Do we need to update our application? JOSH:   Yes. If there has been a change to your business name, address, or legal status, please update the information in your RN registration.  An RN can be cancelled if a business doesn’t keep its information up to date, so it’s wise to check. The good news is that the upgraded RN website makes that easier to do. What if we choose to use a company name on the label, rather than an RN? JOSH:   You must include the full name your company uses to do business – in other words, the name that appears on documents like purchase orders or invoices. It can’t be a trademark, trade name, brand, or designer name unless that’s also the name under which your company does business. What kind of guidance does the FTC have for industry members? JOSH:  Threading Your Way Through the Labeling Requirements Under the Textile and Wool Acts is a great place to start, and the FTC’s Clothing and Textiles page includes links to brochures, cases, workshops and other compliance resources.","pubDate":"Wed, 07 Oct 2026 14:05:06 +0200","url":"https://www.ftc.gov/business-guidance/blog/2017/10/clothes-look-rn-database-qa-ftc-staff","titre":"A clothes look at the RN database: Q&A with FTC staff"},{"description":"FTC settlement challenges deceptive claims by patent assertion entity wfg-adm109 November 6, 2014 | 11:07AM FTC settlement challenges deceptive claims by patent assertion entity By Lesley Fair Patent assertion entities have been the subject of much debate in antitrust and intellectual property circles. But there’s one proposition we hope that parties on all sides of the issue can agree on: It’s illegal to falsely threaten patent suits against small businesses or make unfounded claims that other companies have paid for patent licenses. That’s the misconduct alleged in a settlement the FTC just announced with patent assertion entity MPHJ Technology Investments, LLC, MPHJ corporate officer Jay Mac Rust, and Texas-based law firm Farney Daniels, P.C. Generally speaking, patent assertion entities are companies that acquire patent rights and then seek licensing fees from businesses they claim are infringing their patents. The FTC’s action centers on representations that MPHJ made while asserting patents that relate to network computer scanning technology MPHJ says is used in offices of all sizes across the country. According to the FTC, the respondents sent out a series of letters to thousands of small businesses. The first letter – sent to more than 16,000 businesses on the letterhead of one of MPHJ’s dozens of six-letter subsidiaries – told the recipient they “likely have an infringing system” and directed them to contact the sender within two weeks “so that we may agree with you upon an appropriate license arrangement if one is needed.” The letter offered to settle without court action if the business agreed to a license of $1,200 per employee. (Other versions said $1,000.) Things heated up in later correspondence, sent on the letterhead of Farney Daniels. That letter included a draft lawsuit “which our client will be forced to file” against the small business if it didn’t respond within two weeks. According to the FTC, the respondents sent that letter to approximately 4,870 businesses, including 1,718 letters sent on just one day – appropriately enough, April 1, 2013. The FTC complaint challenges a series of misrepresentations that respondents made in those letters. For example, the first letter stated that “most businesses, upon being informed that they are infringing someone’s patent rights, are interested in operating lawfully and taking a license promptly” and that “many companies have responded to this licensing program in such a manner.” What was the exact tally of the “many companies” that had paid for a license at the time that statement was made? According to the FTC, when the first 7,300 letters were sent, the respondents hadn’t sold a single license through their letter campaign. What about the later letters on law firm letterhead that threatened imminent legal action against small businesses that didn’t reply? The FTC says the respondents didn’t file a single lawsuit against any of the businesses that didn’t respond, nor did they intend or prepare to file lawsuits against them. So those claims were challenged as false, too. The proposed settlement would bar MPHJ, Jay Mac Rust, and Farney Daniels from making misrepresentations when asserting patent rights, including deceptive claims about the number of licenses sold, that a lawsuit will be filed, and the imminence of any lawsuit. Future deceptive conduct could trigger penalties of up to $16,000 per letter. You can file a comment about the proposed settlement by December 8, 2014.","id":3196243,"source":"FTC USA Business Blog Posts","url":"https://www.ftc.gov/business-guidance/blog/2014/11/ftc-settlement-challenges-deceptive-claims-patent-assertion-entity","titre":"FTC settlement challenges deceptive claims by patent assertion entity","pubDate":"Sun, 04 Oct 2026 08:05:12 +0200"},{"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","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"},{"id":3173011,"description":"The post Clients Single Out the Most Feared Law Firms in Litigation appeared first on The BTI Consulting Group","source":"The Mad Clientist The BTI Consulting","pubDate":"Thu, 24 Sep 2026 07:51:23 +0200","titre":"Clients Single Out the Most Feared Law Firms in Litigation","url":"https://bticonsulting.com/themadclientist/clients-single-out-the-most-feared-law-firms-in-litigation-2027"},{"pubDate":"Thu, 26 Mar 2026 07:47:23 +0100","url":"https://bticonsulting.com/themadclientist/brand-new-clients-single-out-the-40-law-firms-best-at-business-development","titre":"Brand New: Clients Single Out The 40 Law Firms Best at Business Development","source":"The Mad Clientist The BTI Consulting","id":2783353,"description":"The post Brand New: Clients Single Out The 40 Law Firms Best at Business Development appeared first on The BTI Consulting Group"},{"pubDate":"Wed, 15 Oct 2025 15:32:35 +0200","titre":"Clients Single Out 34 Best of the Best Law Firms in Complex Employment Litigation","url":"https://bticonsulting.com/themadclientist/clients-single-out-34-best-of-the-best-law-firms-in-complex-employment-litigation","id":2437753,"description":"The post Clients Single Out 34 Best of the Best Law Firms in Complex Employment Litigation appeared first on The BTI Consulting Group","source":"The Mad Clientist The BTI Consulting"},{"description":"The post Clients Single Out 19 Best of the Best Law Firms in Cybersecurity/Data Privacy Litigation appeared first on The BTI Consulting Group","id":2436289,"source":"The Mad Clientist The BTI Consulting","titre":"Clients Single Out 19 Best of the Best Law Firms in Cybersecurity/Data Privacy Litigation","url":"https://bticonsulting.com/themadclientist/clients-single-out-19-best-of-the-best-law-firms-in-cybersecurity-data-privacy-litigation-2","pubDate":"Wed, 15 Oct 2025 09:29:05 +0200"},{"source":"The Mad Clientist The BTI Consulting","description":"The post Clients Single Out the 98 Most Feared Law Firms appeared first on The BTI Consulting Group","id":2378831,"url":"https://bticonsulting.com/themadclientist/clients-single-out-the-98-most-feared-law-firms","titre":"Clients Single Out the 98 Most Feared Law Firms","pubDate":"Thu, 18 Sep 2025 09:28:40 +0200"},{"source":"The Mad Clientist The BTI 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Consulting","titre":"Clients Single Out 55 Best of the Best Law Firms in Complex Employment Litigation","url":"https://bticonsulting.com/themadclientist/clients-single-out-55-best-of-the-best-law-firms-in-complex-employment-litigation","pubDate":"Wed, 16 Oct 2024 08:21:15 +0200"},{"description":"The post Clients Single Out 18 Best of the Best Law Firms in Cybersecurity/Data Privacy Litigation appeared first on The BTI Consulting Group","id":1630870,"source":"The Mad Clientist The BTI Consulting","titre":"Clients Single Out 18 Best of the Best Law Firms in Cybersecurity/Data Privacy Litigation","url":"https://bticonsulting.com/themadclientist/clients-single-out-18-best-of-the-best-law-firms-in-cybersecurity-data-privacy-litigation","pubDate":"Tue, 15 Oct 2024 08:17:41 +0200"},{"url":"https://bticonsulting.com/themadclientist/clients-single-out-84-law-firms-most-feared-in-litigation","titre":"Clients Single Out 84 Law Firms Most Feared in Litigation","pubDate":"Thu, 12 Sep 2024 08:14:03 +0200","description":"The post Clients Single Out 84 Law Firms Most Feared in Litigation appeared first on The BTI Consulting Group","id":1563753,"source":"The Mad Clientist The BTI Consulting"}]