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Lawbot
Lawbots are a broad class of customer-facing legal AI applications that are used to automate specific legal tasks, such as document automation and legal research. The terms robot lawyer and lawyer bot are used as synonyms to lawbot. A robot lawyer or a robo-lawyer refers to a legal AI application that can perform tasks that are typically done by paralegals or young associates at law firms. However, there is some debate on the correctness of the term. Some commentators say that legal AI is technically speaking neither a lawyer nor a robot and should not be referred to as such. Other commentators believe that the term can be misleading and note that the robot lawyer of the future won't be one all-encompassing application but a collection of specialized bots for various tasks. Lawbots use various artificial intelligence techniques or other intelligent systems to limit humans' direct ongoing involvement in certain steps of a legal matter. The user interfaces on lawbots vary from smart ...
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Legal Informatics
Legal informatics is an area within information science. The American Library Association defines informatics as "the study of the structure and properties of information, as well as the application of technology to the organization, storage, retrieval, and dissemination of information." Legal informatics therefore, pertains to the application of informatics within the context of the legal environment and as such involves law-related organizations (e.g., law offices, courts, and law schools) and users of information and information technologies within these organizations. Policy issues Policy issues in legal informatics arise from the use of informational technologies in the implementation of law, such as the use of subpoenas for information found in email, search queries, and social networks. Policy approaches to legal informatics issues vary throughout the world. For example, European countries tend to require destruction or anonymization of data so that it cannot be used for d ...
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Artificial Intelligence And Law
Legal informatics is an area within information science. The American Library Association defines informatics as "the study of the structure and properties of information, as well as the application of technology to the organization, storage, retrieval, and dissemination of information." Legal informatics therefore, pertains to the application of informatics within the context of the legal environment and as such involves law-related organizations (e.g., law offices, courts, and law schools) and users of information and information technologies within these organizations. Policy issues Policy issues in legal informatics arise from the use of informational technologies in the implementation of law, such as the use of subpoenas for information found in email, search queries, and social networks. Policy approaches to legal informatics issues vary throughout the world. For example, European countries tend to require destruction or anonymization of data so that it cannot be used f ...
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Government By Algorithm
Government by algorithm (also known as algorithmic regulation, regulation by algorithms, algorithmic governance, algocratic governance, algorithmic legal order or algocracy) is an alternative form of government or social ordering, where the usage of computer algorithms, especially of artificial intelligence and blockchain, is applied to regulations, law enforcement, and generally any aspect of everyday life such as transportation or land registration.. The term 'government by algorithm' appeared in academic literature as an alternative for 'algorithmic governance' in 2013. A related term, algorithmic regulation is defined as setting the standard, monitoring and modifying behaviour by means of computational algorithms — automation of judiciary is in its scope. In the context of blockchain, it is also known as blockchain governance. Government by algorithm raises new challenges that are not captured in the e-government literature and the practice of public administration. Some ...
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DoNotPay
DoNotPay is a legal services chatbot. The chatbot was originally built to contest parking tickets, but has expanded to include other services as well. As a "robot lawyer," DoNotPay is a downloadable mobile application that claims to make use of artificial intelligence to provide legal services, with a subscription cost of $36 every three months. It is currently available in the United Kingdom and United States (in all 50 states). In 2021, DoNotPay raised $10 million by investors including Andreesen Horowitz, Lux Capital, Tribe Capital and more reaching a valuation of $210 million. Services DoNotPay started off as an app for contesting parking tickets. It sells services which generate documents on legal issues ranging from consumer protection to immigration rights; it states that these are generated via automation and AI. The company claims its application is supported by the IBM Watson AI. DoNotPay states that its services help customers seek refunds on flight tickets and hotel ...
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Computational Law
Computational Law is the branch of legal informatics concerned with the automation of legal reasoning. What distinguishes Computational Law systems from other instances of legal technology is their autonomy, i.e. the ability to answer legal questions without additional input from human legal experts. While there are many possible applications of Computational Law, the primary focus of work in the field today is compliance management, i.e. the development and deployment of computer systems capable of assessing, facilitating, or enforcing compliance with rules and regulations. Some systems of this sort already exist. TurboTax is a good example. And the potential is particularly significant now due to recent technological advances – including the prevalence of the Internet in human interaction and the proliferation of embedded computer systems (such as smart phones, self-driving cars, and robots). There are also applications that do not involve governmental laws. The regulation ...
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Transfer Learning
Transfer learning (TL) is a research problem in machine learning (ML) that focuses on storing knowledge gained while solving one problem and applying it to a different but related problem. For example, knowledge gained while learning to recognize cars could apply when trying to recognize trucks. This area of research bears some relation to the long history of psychological literature on transfer of learning, although practical ties between the two fields are limited. From the practical standpoint, reusing or transferring information from previously learned tasks for the learning of new tasks has the potential to significantly improve the sample efficiency of a reinforcement learning agent. History In 1976, Stevo Bozinovski and Ante Fulgosi published a paper explicitly addressing transfer learning in neural networks training. The paper gives a mathematical and geometrical model of transfer learning. In 1981, a report was given on the application of transfer learning in training ...
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American Inventions
The following articles cover the timeline of United States inventions: *Timeline of United States inventions (before 1890), before the turn of the century * Timeline of United States inventions (1890–1945), before World War II *Timeline of United States inventions (1946–1991), for the post-war era *Timeline of United States inventions (after 1991), after the Fall of the Soviet Union {{DEFAULTSORT:Timeline of United States Inventions United States inventions United States The United States of America (U.S.A. or USA), commonly known as the United States (U.S. or US) or America, is a country primarily located in North America. It consists of 50 states, a federal district, five major unincorporated territorie ...
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Practice Of Law
In its most general sense, the practice of law involves giving legal advice to clients, drafting legal documents for clients, and representing clients in legal negotiations and court proceedings such as lawsuits, and is applied to the professional services of a lawyer or attorney at law, barrister, solicitor, or civil law notary. However, there is a substantial amount of overlap between the practice of law and various other professions where clients are represented by agents. These professions include real estate, banking, accounting, and insurance. Moreover, a growing number of legal document assistants (LDAs) are offering services which have traditionally been offered only by lawyers and their employee paralegals. Many documents may now be created by computer-assisted drafting libraries, where the clients are asked a series of questions that are posed by the software in order to construct the legal documents. In addition, regulatory consulting firms also provide adv ...
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Argument Technology
Argument technology is a sub-field of artificial intelligence that focuses on applying computational techniques to the creation, identification, analysis, navigation, evaluation and visualisation of arguments and debates. In the 1980s and 1990s, philosophical theories of arguments in general, and argumentation theory in particular, were leveraged to handle key computational challenges, such as modeling non-monotonic and defeasible reasoning and designing robust coordination protocols for multi-agent systems. At the same time, mechanisms for computing ''semantics'' of Argumentation frameworks were introduced as a way of providing a calculus of opposition for computing what it is reasonable to believe in the context of conflicting arguments. With these foundations in place, the area was kick-started by a workshop held in the Scottish Highlands in 2000, the result of which was a book coauthored by philosophers of argument, rhetoricians, legal scholars and AI researchers.Reed, C. & N ...
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Stanford Law School
Stanford Law School (Stanford Law or SLS) is the law school of Stanford University, a private research university near Palo Alto, California. Established in 1893, it is regarded as one of the most prestigious law schools in the world. Stanford Law has regularly ranked among the top three law schools in the United States by '' U.S. News & World Report'' since the magazine first published law school rankings in the 1980s, and has ranked second for most of the past decade. In 2021, Stanford Law had an acceptance rate of 6.28%, the second-lowest of any law school in the country. Since 2019, Jennifer Martínez has served as its dean. Stanford Law School employs more than 90 full-time and part-time faculty members and enrolls over 550 students who are working toward their Doctor of Jurisprudence (J.D.) degree. Stanford Law also confers four advanced legal degrees: a Master of Laws (LL.M.), a Master of Studies in Law (M.S.L.), a Master of the Science of Law (J.S.M.), and a Doctor of t ...
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Robo-advisor
Robo-advisors or robo-advisers are a class of financial adviser that provide financial advice and investment management online with moderate to minimal human intervention. They provide digital financial advice based on mathematical rules or algorithms. These algorithms are designed by financial advisors, investment managers and data scientists, and coded in software by programmers. These algorithms are executed by software and do not require a human advisor to impart financial advice to a client. The software utilizes its algorithms to automatically allocate, manage and optimize clients' assets for either short-run or long-run investment.D'Acunto, Francesco & Prabhala, N. & Rossi, Alberto G. (2019)"The Promises and Pitfalls of Robo-Advising." Review of Financial Studies /ref> Robo-advisors are categorized based on the extent of personalization, discretion, involvement, and human interaction.D'Acunto, Francesco & Rossi, Alberto G. (2020)"Robo-Advising." Available at SSRN /ref> There ...
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Legal Technology
Legal technology, also known as Legal Tech, refers to the use of technology and software to provide legal services and support the legal industry. Legal Tech companies are often startups founded with the purpose of disrupting the traditionally conservative legal market. Different approaches and technologies have been used for legal tasks. Traditional software architecture and web technologies have been used for tasks like providing access to case law. Machine learning approaches have been used to help find documents for due diligence or discovery. Work on making contracts more easy to use involve aspects of user experience design. Definitions Legal technology traditionally referred to the application of technology and software to help individual lawyers, law firms, medium and large scale businesses with practice management, document automation, document storage, billing, accounting and electronic discovery. Since 2011, Legal Tech has evolved to be associated more with technolog ...
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