191 hasil untuk machine learning
Menampilkan 121–140 · 0,42 detik · RSS
-
Artikel Jurnal Teks lengkap
Algorithmic Financial Regulation: Limits of Computing Complex Adaptive Systems
This article examines the potential of and limits to the use of machine learning for financial regulation. Ideally, if we could fully understand the financial system and agree on long- and short-term regulatory goals, we would be able to write code that carries out the computation that extracts…
-
Artikel Jurnal Teks lengkap
The Development and the Future of Privacy in Maine
…pertaining to the practical application of artificial intelligence and machine learning in the digital and life sciences. This development offers exciting educational and economic opportunities for the state, but also indicates that regulating AI and machine-learning technologies will be important…
-
Artikel Jurnal Teks lengkap
"A Novel and Controversial Technology." Artificial Face Recognition, Privacy Protection, and Algorithm Bias in Europe
…fairness, equality, and privacy interact when the state deploys machine-learning tools to draw inferences from otherwise unilluminating data." This Article uses Bridges as a proxy to sketch out the main legal issues that arise from AFR's policy deployment in Europe. After a quick summary of the…
-
Artikel Jurnal Teks lengkap
Wear Your Heart on Your Sleeve, Whether You Like It or Not: How Federal Regulation Can Address Advances in Biometric Technology
…means of enhanced security, the emergence of artificial intelligence and machine learning has enabled the analysis of biometric data to reveal some of our most intimate personal information from simple physical characteristics. The rapid advancement of this technology has brought the issue of…
-
Artikel Jurnal Teks lengkap
The Deepfake Dilemma: Fake Images, Real Victims, and the Legal Void in Addressing Non-Consensual Deepfake Pornography
…to curb their proliferation. With an initial background on deepfakes and machine learning, this Note then explores the strained relationship between the First Amendment and the available civil remedies for deepfake victims, like defamation, IIED, and copyright claims. With many victims of deepfake…
-
Artikel Jurnal Teks lengkap
AI, on the Law of the Elephant: Toward Understanding Artificial Intelligence
Machine learning and other artificial intelligence (AI) systems are changing our world in profound, exponentially rapid, and likely irreversible ways.3 Although AI may be harnessed for great good, it is capable of and is doing great harm at scale to people, communities, societies, and democratic…
-
Artikel Jurnal Teks lengkap
Building a Better HAL 9000: Algorithms, the Market, and the Need to Prevent the Engraining of Bias
…his death as the movie plot climaxes in a conflict between intelligent machine and his human controllers. Interestingly, 2001: A Space Odyssey author Arthur C. Clark could not have been more accurate about one of the emerging conflicts to face humanity: what role does society want machines to play…
-
Artikel Jurnal Teks lengkap
Revolutionizing Justice: Unleashing the Power of Artificial Intelligence
…a court’s website to look up a docket requires the use of computer learning. These examples are simple applications, but artificial intelligence continues to evolve. New uses allow attorneys to employ AI to write contracts and to use natural language to obtain answers about a point of law. This…
-
Artikel Jurnal Teks lengkap
Balancing Interests: AI, Business & Human Rights, and the Legal Landscape in an Era of Disruption
…actions also seem to come at an inflection point within the era of AI and machine learning as a socially disruptive technology. AI has been used in many sectors for decades and is an enabler of almost all industries and facets of life: scientific research, medicine, education, manufacturing…
-
Artikel Jurnal Teks lengkap
Your Voice Gave You Away: the Privacy Risks of Voice-Inferred Information
…non-obvious information drawn from voice data through a combination of machine learning, artificial intelligence, data mining, and natural language processing. Companies have latched onto voiceinferred information. Early adopters have applied the technology in situations as varied as lending risk…
-
Artikel Jurnal Teks lengkap
Predicting Precedent: A Psycholinguistic Artificial Intelligence in the Supreme Court
…accuracy as high as 75%. We argue that a psycholinguistic model utilizing machine learning (SCOTUS_AI) can best predict Court outcomes. Extracting sentiment features from parsed briefs through the Linguistic Inquiry and Word Count (LIWC), our results indicate SCOTUS_AI (AUC = .8087; Top K=.9144)…
-
Artikel Jurnal Teks lengkap
Open the Jail Cell Doors, HAL: A Guarded Embrace of Pretrial Risk Assessment Instruments
…rights, mitigating racial disparities, and avoiding the drawbacks of machine learning are the key challenges facing reformers and jurisdictions adopting pretrial risk assessment instruments. Absent proper precautions, risk assessment instruments can reinforce, rather than alleviate, modern criminal…
-
Artikel Jurnal Teks lengkap
Borders and Boundaries in Markets: A Sociocognitive Approach for Market Definition and Implications for Antitrust
…to surveys, to computational approaches that leverage recent advances in machine learning applied to large corpora of text. I discuss key implications from this theoretical model and how they might inform market definition in antitrust.
-
Artikel Jurnal Teks lengkap
Sensitive Inferences in Targeted Advertising
…about people’s identities, attitudes, or interests using machine learning—have even fewer protections. This is a concern for our privacy, dignity, and wellbeing, especially when inferences are sensitive, personal, or intimate in nature. This article examines people’s comfort with sensitive…
-
Artikel Jurnal Teks lengkap
Language Models' Verbatim Copying: Copyright Infringement Analysis through the Lens of The New York Times Co. v. Microsoft Corp., OpenAI, Inc. et al.
…Existing literature on the infringement or fair use analysis in the machine learning context often lacked a deep dive into the traits of the relevant technology and their legal implications. This comment attempts to overcome this limitation by adopting a holistic approach that requires reviewing…
-
Artikel Jurnal Teks lengkap
A Computational Analysis of Constitutional Polarization
This Article is the first to use computational methods to investigate the ideological and partisan structure of constitutional discourse outside the courts. We apply a range of machine- learning and text-analysis techniques to a newly available data set comprising all remarks made on the U.S. House…
-
Artikel Jurnal Teks lengkap
DARK SYSTEMS: REPROGRAMMING ARTIFICIAL INTELLIGENCE REGULATIONS TO PROMOTE FAIRNESS AND EMPLOYMENT NONDISCRIMINATION
Automated decision-making (“ADM”) systems, whether deploying artificial intelligence, machine learning, or other algorithmic processes, have become ubiquitous in modern life, but their use is often unnoticed or invisible to society at large. Currently no federal laws require notice or disclosure to…
-
Artikel Jurnal Teks lengkap
AI Enabled Autonomous Weapons and Human Control: Part III: Human Control and System Operators
…the cognitive and practical limits of operators, including the speed of machine decision-making, the risk of automation bias, and the challenge of maintaining vigilance during long operations. Still, it shows that operators remain vital in embedding human judgment by authorizing updates…
-
Artikel Jurnal Teks lengkap
Good Readers, Good Writers, and AI: Tool, Collaborator, Author?
…to be defined and redefined in the context of AI and how advanced deep learning models like GPT have innovated the field of creative writing. In this Note, I consider where AI-generated narratives fit within traditional copyright theory and existing legal requirements for copyright protection…
-
Artikel Jurnal Teks lengkap
Slave to the Algorithm? Why a 'Right to an Explanation' Is Probably Not the Remedy You Are Looking For
Algorithms, particularly machine learning (ML) algorithms, are increasingly important to individuals’ lives, but have caused a range of concerns revolving mainly around unfairness, discrimination and opacity. Transparency in the form of a “right to an explanation” has emerged as a compellingly…