Hasil untuk "Civil law"

Hao Liang, L. Renneboog, Daniel Beunza et al.

R. Delgado, Jean Stefancic

Robert C. Hauhart

Patrik Fridlund

R. Alba, V. Nee

Nadiia Halaburda, Nataliia Radchenia, Alborz Pahlevanzade

The article's objective is to establish the status of state regulation of artificial intelligence in terms of civil law and economic and legal regulation. To this end, the following tasks are to be carried out: firstly, the nature of the legal consolidation of the use of artificial intelligence is to be determined; secondly, international legal standards of the use of artificial intelligence are to be outlined; and thirdly, the economic and legal tools used for organising the use of artificial intelligence are to be identified. The present study was conducted utilising a combination of general and special scientific cognition methods. The method of comparison was utilised to identify the model of state regulation of artificial intelligence in Ukraine. The analysis was employed to ascertain the quantitative and qualitative parameters that characterise the specifics of implementing certain measures at both the international and national levels, which relate to artificial intelligence. The findings of the study have demonstrated that there is no universally applicable approach to the definition and regulation of artificial intelligence. The formation of legal systems is contingent on political and legal priorities, resulting in the establishment of distinct models. These models encompass the protection of human rights, the promotion of innovation, and the augmentation of state control. The Ukrainian model of state regulation of artificial intelligence is still in the process of being formed. It takes a risk-based approach to legal consolidation while also considering ethical guidelines. It has been found that all international legislation on this matter provides for the establishment of control mechanisms that enable the explanation and verification of the decisions of artificial intelligence systems, thereby minimising the risk of unpredictable or discriminatory outcomes. Essentially, the key principle is human oversight, ensuring that people remain central to decision-making processes affecting society, even in cases involving automated or autonomous systems. Proper provision for the use of artificial intelligence involves intensifying the use of economic and legal instruments - a combination of government programmes, private investments, public-private partnerships, and international financial mechanisms that ensure the financial stability of scientific and technological projects and contribute to the commercialisation of results in the global digital space. Conclusion. The following is proposed: the adoption of a special law on artificial intelligence, combining innovative development with guarantees of security and human rights; the harmonisation of related areas of legislation, particularly laws on the protection of personal data (based on the GDPR), copyright in the digital environment, and the regulation of online platforms, in accordance with the requirements of the EU Digital Services Directive.

Qinyi Jiang, Changwu Zuo

Abstract In the era of “AI plus healthcare”, personal health data has shifted from static records into dynamic and time-sequential data flow covering a full lifecycle. While it has become an important element of production in healthcare industry, it also faces new risks and challenges and the current legal framework of personal health data protection in China cannot satisfactorily address these challenges. The ambiguous rules on personal health data ownership and the ineffective individual empowerment model of data governance fail to respond to the dual needs for protection of personal health data and extraction of data value. In view of diversified and sometimes conflicting values and interests embodied in personal health data, it is therefore recommended that the agile governance model, characterized by dynamic adaptability and multistakeholders collaboration, be adopted. The bundle of rights over data should be allocated among data subjects, data processors and the government; a differentiated consent mechanism based on risk classification should be constructed; the principle of purpose limitation and minimum necessary should be reinterpreted in an expansive and generalized manner within the limits of reasonable expectation and risk control; and, anonymization measures and tort liability rules should be improved by clarifying obligations of stakeholders and balancing their rights and responsibilities. Through dynamic risk control by collaboration of multiple stakeholders, the agile governance model can reach the balance between sufficient protection and rational utilization of personal health data in data processing.

Konstantin V. Getman, Oleg Kochukhov, Joe P. Ninan et al.

We explore the empirical power-law relationship between X-ray luminosity (Lx) and total surface magnetic flux (Phi), established across solar magnetic elements, time- and disk-averaged emission from the Sun, older active stars, and pre-main-sequence (PMS) stars. Previous models of large PMS X-ray flares, lacking direct magnetic field measurements, showed discrepancies from this baseline law, which MHD simulations attribute to unusually strong magnetic fields during flares. To test this, we used nearly simultaneous Chandra X-ray and HET-HPF near-infrared observations of four young Orion stars, measuring surface magnetic fields during or just after powerful PMS X-ray flares. We also modeled these PMS X-ray flares, incorporating their measured magnetic field strengths. Our findings reveal magnetic field strengths at the stellar surface typical of non-flaring PMS stars, ruling out the need for abnormally strong fields during flares. Both PMS and solar flares deviate from the Lx-Phi law, with PMS flares exhibiting a more pronounced deviation, primarily due to their much larger active regions on the surface and larger flaring loop volumes above the surface compared to their solar counterparts. These deviations likely stem from the fact that powerful flares are driven by magnetic reconnection, while baseline X-ray emission may involve less efficient mechanisms like Alfven wave heating. Our results also indicate a preference for dipolar magnetic loops in PMS flares, consistent with Zeeman-Doppler imaging of fully convective stars. This requirement for giant dipolar loops aligns with MHD predictions of strong dipoles supported by polar magnetic surface active regions in fast-rotating, fully convective stars.

Yuchen Guo, Matthew O. Jackson, Ruixue Jia

Do social networks and peer influence shape major life decisions in polarized settings? We explore this question by examining how peers influenced the allegiances of West Point cadets during the American Civil War. Leveraging quasi-random variations in the proportion of cadets from Free States, we analyze how cadets' decisions about which army to join depended on the composition of their peers. We have three main findings. First, there was a strong and significant peer effect: a higher proportion of classmates from Free States significantly increased the likelihood that cadets from Slave States joined the Union Army. Second, the peer effect varies with geography, most notably with the slave population share in cadets' home states or counties, and with cadets' own slave ownership in 1860. Third, peer effects were amplified by shared experiences such as having served together in the Mexican-American War, continuous military service, and belonging to the same cohort, suggesting that sustained interaction is important.

Edyta Włodarczyk-Czech

This article on the influence of the 1993 Concordat on the amendment of the Family and Guardianship Law of 1964 at the end of the 1990s is intended to demonstrate that this influence was significant in terms of the institution of marriage and the institution of separation. The possibility for a marriage entered under the internal law of a church or other religious association to obtain civil law effects is a significant and socially expected change. Undoubtedly, the signing of the Concordat made it much easier for people who wanted to give this institution both a secular and a religious dimension to get married. On the other hand, the institution of separation of spouses in Polish and canon law, despite the apparent similarity in its essence, is characterized by significant differences in both legal systems. Polish law does not indicate the specific reasons for the separation, focusing only on the complete breakdown of the marriage, while canon law does not treat the complete breakdown of the partnership as a sine qua non condition, but pays attention to the primary causes of this breakdown. In Polish law, separation is not intended to permanently separate the spouses, but is a space for reflection and reflection on continuing in marriage. In canon law, it is mainly intended to protect the innocent party and children and allows separation from an adulterous spouse. However, when circumstances improve, or forgiveness simply ceases.

Hongfa Zi, Zhen Liu

The comprehensive strength of a country varies from strong to weak, divided into three condition: descending, periodicity destruction or rapidly rising, Exploring the differences can solve the development crisis. the most important things for a country are interests, weapons and creature, corresponding to money, technology and people. The ship industry has two attribute of financial benefits and technological weapons. Commercial ships can transport massive commodity and warships carry updating of massive technological weapons; But a new core: equity incentives have emerged, and it has helped the rapid development of the computer industry. This article uses comparative analysis and comparative historical analysis to observe the changes in the United States and China after the mutual circulation of two elements and the double circulation of three elements in history, such as the growth rates of GDP and patent applications. Then, it summarizes the changes brought by the core of civilization to the country.Through this article, it can be concluded that the core of civilization consists of ships, equity incentives, record-wisdom method; Through the circulation of new elements, a country can transform into civilizations with three cycles, achieving mutual circulation among the three and enhancing endogenous power; The core of civilization can enhance the stability of economic development, prevent economic crises, and achieve a more balanced civilization.

Miroslav Sedláček, Petra Kotápišová

Conference Report

Julie Sissia

Lisa Koutsoviti Koumeri, Magali Legast, Yasaman Yousefi et al.

Empirical evidence suggests that algorithmic decisions driven by Machine Learning (ML) techniques threaten to discriminate against legally protected groups or create new sources of unfairness. This work supports the contextual approach to fairness in EU non-discrimination legal framework and aims at assessing up to what point we can assure legal fairness through fairness metrics and under fairness constraints. For that, we analyze the legal notion of non-discrimination and differential treatment with the fairness definition Demographic Parity (DP) through Conditional Demographic Disparity (CDD). We train and compare different classifiers with fairness constraints to assess whether it is possible to reduce bias in the prediction while enabling the contextual approach to judicial interpretation practiced under EU non-discrimination laws. Our experimental results on three scenarios show that the in-processing bias mitigation algorithm leads to different performances in each of them. Our experiments and analysis suggest that AI-assisted decision-making can be fair from a legal perspective depending on the case at hand and the legal justification. These preliminary results encourage future work which will involve further case studies, metrics, and fairness notions.

Takato Yasuno, Masahiro Okano, Junichiro Fujii

Infrastructure managers must maintain high standards to ensure user satisfaction during the lifecycle of infrastructures. Surveillance cameras and visual inspections have enabled progress in automating the detection of anomalous features and assessing the occurrence of deterioration. However, collecting damage data is typically time consuming and requires repeated inspections. The one-class damage detection approach has an advantage in that normal images can be used to optimize model parameters. Additionally, visual evaluation of heatmaps enables us to understand localized anomalous features. The authors highlight damage vision applications utilized in the robust property and localized damage explainability. First, we propose a civil-purpose application for automating one-class damage detection reproducing a fully convolutional data description (FCDD) as a baseline model. We have obtained accurate and explainable results demonstrating experimental studies on concrete damage and steel corrosion in civil engineering. Additionally, to develop a more robust application, we applied our method to another outdoor domain that contains complex and noisy backgrounds using natural disaster datasets collected using various devices. Furthermore, we propose a valuable solution of deeper FCDDs focusing on other powerful backbones to improve the performance of damage detection and implement ablation studies on disaster datasets. The key results indicate that the deeper FCDDs outperformed the baseline FCDD on datasets representing natural disaster damage caused by hurricanes, typhoons, earthquakes, and four-event disasters.

Yuri Uno, Tetsuya Hashimoto, Tomotsugu Goto et al.

The Search for Extra-Terrestrial Intelligence (SETI) has been conducted for over sixty years, yet no technosignatures have been identified. Previous studies have focused on stars in our galaxy, with few searches in the extragalactic Universe despite a larger volume being available. Civilizations capable of harvesting energy from a star or a galaxy are classified as KII or KIII on the Kardashev scale, respectively. Technosignatures from such advanced civilizations would be extremely luminous and detectable by current radio telescopes, even from distant galaxies. To explore the frontier of extragalactic SETI, we investigate the likely prevalence of extragalactic civilizations possessing a radio transmitter, known as the transmitter rate, based on observational results from the Breakthrough Listen (BL) observations. We calculated the transmitter rate by considering the background galaxies in the field of view of target stars in BL observations. We used a statistical method to derive the total mass of stars in those background galaxies from a galaxy stellar mass function. Our statistical method suggests that less than one in hundreds of trillions of extragalactic civilizations within 969 Mpc possess a radio transmitter above 7.7$\times$10$^{26}$ W of power, assuming one civilization per one-solar-mass stellar system. Additionally, we cross-matched the BL survey fields with the WISE$\times$SuperCOSMOS Photometric Redshift Catalogue and compared with the statistical method. Our result sets the strictest limits to date on the transmitter rate at such high power levels, emphasizing the high efficiency of searching for radio transmitters in galaxies and the rarity of technologically advanced civilizations in our Universe.

Gia Dvali, Zaza N. Osmanov

We explain that black holes are the most efficient capacitors of quantum information. It is thereby expected that all sufficiently advanced civilizations ultimately employ black holes in their quantum computers. The accompanying Hawking radiation is democratic in particle species. Due to this, the alien quantum computers will radiate in ordinary particles such as neutrinos and photons within the range of potential sensitivity of our detectors. This offers a new avenue for SETI, including the civilizations entirely composed of hidden particles species interacting with our world exclusively through gravity.

Ian George, Xinan Chen, Lav R. Varshney

The search for extraterrestrial intelligence (SETI) is a scientific endeavor which struggles with unique issues -- a strong indeterminacy in what data to look for and when to do so. This has led to attempts at finding both fundamental limits of the communication between extraterrestrial intelligence and human civilizations, as well as benchmarks so as to predict what kinds of signals we might most expect. Previous work has been formulated in terms of the information-theoretic task of communication, but we instead argue it should be viewed as a detection problem, specifically one-shot (asymmetric) hypothesis testing. With this new interpretation, we develop fundamental limits as well as provide simple examples of how to use this framework to analyze and benchmark different possible signals from extraterrestrial civilizations. We show that electromagnetic signaling for detection requires much less power than for communication, that detection as a function of power can be non-linear, and that much of the analysis in this framework may be addressed using computationally efficient optimization problems, thereby demonstrating tools for further inquiry.

Brad Hansen, Ben Zuckerman

The ease of interstellar rocket travel is an issue with implications for the long term fate of our own and other civilizations and for the much-debated number of technological civilizations in the Galaxy. We show that the physical barrier to interstellar travel can be greatly reduced if voyagers are patient, and wait for the close passage of another star. For a representative time of $\sim$1 Gyr, characteristic of the remaining time that Earth will remain habitable, one anticipates a passage of another star within $\sim 1500$~AU. This lowers the travel time for interstellar migration by $\sim$ two orders of magnitude compared with calculated travel times based on distances comparable to average interstellar separations (i.e., $\sim$1 pc) in the solar vicinity. We consider the implications for how long-lived civilizations may respond to stellar evolution, including the case of stars in wide binaries, and the difficulties of identifying systems currently undergoing a relevant close encounter. Assuming that life originates only around G-type stars, but migrates primarily to lower mass hosts when the original system becomes uninhabitable, the fraction of extant technological civilizations that exist as diaspora can be comparable to the fraction that still orbit their original host stars.

Charlotte Beaucillon

(Series Information) European Papers - A Journal on Law and Integration, 2020 5(1), 387-401 | European Forum Insight of 25 April 2020 | (Table of Contents) I. Introduction. - II. Requests for assistance from certain EU Member States and replies received. - II.1. Italy. - II.2. Spain and France. - III. Available assistance mechanisms and their use in the COVID-19 crisis. - III.1. Ad hoc Assistance. - III.2. The NATO Euro-Atlantic Disaster Response Coordination Centre. - III.3. The EU Civil Protection Mechanism. - IV. Lessons learned and further research paths. - IV.1. The lack of public information and the need for transparency of European public action. - IV.2. Realpolitik and the civil-protection autonomy of the Union. - IV.3. The gap between EU citizens' expectations and the Union's competences. | (Abstract) It is of course too early to draw conclusions about the European Union's response to the COVID-19 crisis in its Member States while we are still in the midst of the health crisis. On the other hand, it is already possible to correct the widely shared first impression that European solidarity had been shattered. The available public data systematized in Section II and the analyses in Section III show that European solidarity has been expressed in two ways: First, bilaterally between EU Member States; second, collectively under the recent impetus of the European Commission. To help explain this impression of the absence of a Union, Section IV proposes three paths that should be the subject of further research: public information and the policy of transparency of European public action, the Union's emergency-reaction autonomy in the face of third countries' Realpolitik strategies, and the gap between the expectations of the Union's citizens and its actual competences.