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Bias Perceptions of Generative AI: A Comparison of Public Sentiment on Twitter and Workplace Perspectives
Innovations. 2025. Vol. 80. No. 1. P. 281–304.
Uhunoma E., Maryann Asemota
Generative Artificial Intelligence (Gen AI) is one of the most
significant technological inventions in the last decade.It enhances content generation
across various domains, from personal messages to work-related tasks, encompassing
text, images, and videos. However, there have also been several debates surrounding
its inadvertent risks for bias and perpetuating stereotypes (Ferrara, 2023; Xavier 2024)
both from gender and racial perspectives (Nicoletti & Bass, 2023; Zhou, 2024;
Sadeghiani, 2024).Today, Gen AI is also being used in the workplace, with many
organisations adopting custom-built Gen AI tools as part of their working tools and
systems. Consequently, the objective of this research was tofind out if employees
perceive work-related outputs of Gen AI to be biased against women, people of colour
or neurodiverse people, and how this perception compares to that of the public, who
use Gen AI tools for both work and non-work-related purposes. A mixed-methods
approach was employed in this research. From workplace perspectives, quantitative
data were collected using a structured questionnaire from UK employees. From the
public perspective, qualitative data were collected through text mining using specific
keywords from Tweets on X platform. Findings showed that, while workplace
respondents reported modest levels of perceived bias across all groups, public
sentiment analysis and themes showed significant mistrust and negative perception of
bias in generative AI outputs for women and people of colour. There was however
positive perception as it relates to Neurodiverse people, with the public data showing
positive sentiments for Gen AI outputs as it relates to Neurodiverse people, as the users
view it as a tool for helping dyslexic users communicate better.
Давидович А. С., Shestakova A., Arzumanyan N. et al., Frontiers in Psychology 2026 Vol. 17 - 2026 P. 1–18
Background:
Delay discounting refers to the tendency to choose sooner, smaller rewards over larger, later rewards. Many previous studies link this tendency positively to reward sensitivity, yet the specific mechanisms behind this association remain poorly understood. Reward sensitivity may relate to delay discounting through at least three possible pathways: increased sensitivity to reward size, increased sensitivity ...
Added: May 27, 2026
Tatarinov A., Вопросы статистики 2026 Т. 33 № 2 С. 5–22
The relevance of the article stems from the ongoing transition of national statistical offices to the implementation of the new international macroeconomic accounting standard, SNA 2025. This standard defines modern approaches to measuring economic activity in the context of globalization and digitalization and incorporates assessments of well‑being and sustainability. The subject of the paper is the ...
Added: May 27, 2026
М.: Институт проблем управления им. В.А. Трапезникова РАН, 2024.
В сборник вошли материалы VIII Международной научной конференции «Информационные технологии и технические средства управления» (ICCT-2024). На конференции были рассмотрены вопросы, касающиеся перспектив развития научного приборостроения в телекоммуникационных и управляющих системах, биомедицинской информатики, аппаратного и программного обеспечения информационнокоммуникационных систем, надежности, диагностики и неразрушающего контроля, систем управления и автоматизации, цифровых экосистем, управления производством и логистикой, методов математического ...
Added: May 27, 2026
Degtyarev A., Bakhurin S., Yudin N., DSPA 2026 P. 1–6
This paper investigates one possible solution to the problem of self-interference cancellation (SIC) arising in the design of in-band full-duplex (IBFD) communication systems. Self-interference cancellation is performed in the digital domain using multilayer nonlinear models adapted via gradient-based optimization. The presence of local minima and saddle points during the adaptation of multilayer models limits the ...
Added: May 26, 2026
Kalinin A. M., Проблемы прогнозирования 2026 № 1 С. 45–55
Rosstat's publication of basic input–output tables for 2021, given the five-year periodicity of such materials, represents a significant event for Russian economic science. The article provides an overview of some of the features and properties of the published tables and the results of their use for the analysis of technological changes and import dependence. It ...
Added: May 26, 2026
Tkachuk A., Романова В. В., Экономические науки 2026 № 2 С. 561–565
Актуальность статьи обусловлена трансформацией мирохозяйственных связей под влиянием
Китая. Степень разработанности отражена в полярных оценках экспансии КНР. Объект — экономическая экспансия Китая, предмет — модели взаимодействия со странами Глобального Юга.
Методология базируется на геоэкономическом подходе и концепции асимметричной взаимозависимости. Практическая значимость заключается в выявлении рисков долговой и технологической
зависимости и рекомендациях для стран-партнеров по выстраиванию сбалансированного сотрудничества. ...
Added: May 26, 2026
Kalinin A. M., Вопросы экономики 2025 № 8 С. 26–43
The study of the consequences of the application of individual sanctions instruments at the level of industries or segments of the economy allows us to assess the components and factors of overall sustainability, the effectiveness of the state policy. The paper provides an econometric assessment of the impact of US SDN list sanctions on Russian ...
Added: May 26, 2026
Kalinin A. M., Проблемы прогнозирования 2024 № 1 С. 35–53
The dynamics of the Russian economy in 2022 did not develop along the trajectories expected in most forecasts. Investments in fixed assets, contrary to expectations, decreased slightly; some industries have seen growth. The article offers an analysis of the 2022 results from the point of view of justification of views on the factors determining investment ...
Added: May 26, 2026
Kalinin A. M., Проблемы прогнозирования 2024 № 2 С. 21–33
The article discusses issues related to the assessment of import dependence and the results of the import substitution policy in the period 2016–2020. An overview of options for assessing import dependence indicators is provided, and the possibility of using resource and use tables published by Rosstat is substantiated. The main analysis tool is calculated tables ...
Added: May 26, 2026
Kalinin A. M., Вопросы экономики 2023 № 7 С. 100–114
The paper assesses some of the consequences of Russia’s accession to the World Trade Organization (WTO). Whereas much discussion about its costs and benefits happened during the WTO negotiations and in the first years after the accession, there was little said on the real consequences afterwards. The aim of the research is to assess the ...
Added: May 26, 2026
Kalinin A. M., Общество и экономика 2023 № 4 С. 53–63
The withdrawal of foreign companies from the Russian market due to a change in the political situation has been a new trend for the Russian economy. The study shows that the actual scale of closure of foreign legal entities is insignificant, and even smaller than in previous years: the maximum number of legal entities was ...
Added: May 26, 2026
Kalinin A. M., Вопросы государственного и муниципального управления 2023 № 3 С. 7–25
Customer-centricity (client-centricity) is a new concept for Russian public governance. However, since 2022, the implementation of the relevant principles has been brought to the level of a national strategic initiative. The article proposes an analysis of the issues to be considered when implementing customer-centricity in the practice of government agencies and institutions. The article examines ...
Added: May 26, 2026
Kolachev N., Kovaleva G., Behavior Genetics 2026
Functional literacy—the ability to apply reading, mathematical, and scientific knowledge in authentic contexts as operationalized by the PISA framework—is a key predictor of educational attainment, labour-market outcomes, and economic growth. Despite extensive behavioral-genetic research on cognitive ability, the heritability of competency-based literacy measures remains largely unexamined, particularly outside Western populations. The present study addresses this ...
Added: May 26, 2026
Androsov I., Proceedings of the Institute for System Programming of the RAS 2026 Vol. 38 No. 3 P. 87–114
This paper examines echo state networks (ESNs), one of the most prevalent approaches to
implementing reservoir computing. An ESN consists of a recurrent neural network with fixed (untrained)
weights and a readout layer that is typically linear and trainable. This approach enables the creation of energyefficient and computationally efficient neural networks capable of real-time learning. However, since ...
Added: May 26, 2026
Styrin E. M., Ataeva A., Жатикова Д. В. et al., Регион: Экономика и Социология 2026 № 2 С. 31–55
There remains a pronounced interregional differentiation in the level of digital development across the Russian Federation, which necessitates a comprehensive analysis of the factors influencing the digital maturity of public administration bodies in the country’s regions. This article offers a quantitative assessment of the impact of external socioeconomic, institutional, and technological factors on the level ...
Added: May 26, 2026
Dorri Sedeh S., Kosonogov V., Kerimova N. et al., Frontiers in Psychology 2026 Vol. 17 Article 1710257
Introduction:
As cities continue to grow, access to natural environments is becoming more limited, contributing to increased stress levels in urban populations. Panoramic 360° videos provide a creative and scalable means of simulating natural environments, potentially reducing stress in city residents under controlled settings. Here, we examined whether short immersive experiences in different urban environments support ...
Added: May 25, 2026
Switzerland: Springer Publishing Company, 2026.
In this volume of “Lecture Notes in Networks and Systems” we are pleased to present the proceedings of the 25th International Multidisciplinary Conference on Reliability and Statistics in Transportation and Communication” (RelStat-2025), which took place in hybrid form in Riga, Latvia on October 16–18, 2025. This event belongs to a con ference series started in ...
Added: May 25, 2026
Шелованова Т. И., Синяков А. А., Russian Journal of Economics 2025 No. 11 P. 47–75
The booming retail trade and the above-target consumer prices inflation in 2023–2024 in Russia, amid tightening monetary policy stance, raise an issue of the strength of the monetary policy interest rate channel. The focus of our paper is the interest rate elasticity (given inflation expectations) of a household’s loan request probability. We argue that a ...
Added: May 25, 2026
Dvoynikova A., Verkholyak O., Karpov A., CEUR Workshop Proceedings 2020 Vol. 2552 P. 8–21
The sentiment analysis of text is one of the important tasks in the field of natural language processing. It is used in different areas. Despite the variety of existing methods, the systems of sentiment analysis of Russian-language texts give low accuracy compared to English-language ones. The article discusses basic methods for identifying emotions in text ...
Added: April 24, 2026
Timofeyeva O. A., Kushkin N. A., Мониторинг общественного мнения: Экономические и социальные перемены 2024 № 5 С. 60–84
Artificial intelligence (AI) has long been a part of our lives, however, mass access to ChatGPT and Midjourney in 2022 has taken the discussion about it to a new level. This article examines the perception of AI as a technology in general, as well as its possible roles and practices of use, by students, teachers, ...
Added: February 27, 2026
Volkovskii D., Olga Filatova, , in: 26th Annual International Conference on Digital Government Research (dg.o 2025). Volume 26Vol. 26.: Delft: [б.и.], 2025.
Deliberation is a basic term about reaching a decision through balanced discussion, which openly raises the issues of consensus and its achievement through communication. The current article aims at studying the quality of online deliberation between citizens and Russian authorities on social media in the conditions of global health crisis COVID-19. Indeed, the quality of ...
Added: January 25, 2026
Frumin I., Vorochkov A., Kiryushina M. et al., Higher Education Quarterly 2026 Vol. 80 No. 1 Article e70075
This study analyses over 4000 publications, including those from 2024, indexed in the Scopus database, aiming to describe the landscape of the growing body of research exploring the role of generative AI in higher education. We followed an inclusive approach to publication formats and languages, incorporating not only traditional peer-reviewed articles but also conference proceedings ...
Added: December 23, 2025
Koltsova O., Surkov A., Procedia Computer Science 2025 Vol. 258 P. 2382–2390
Chest X-ray pathology prediction play a very important role in early disease detection, enabling timely intervention and improving patient outcomes. Detection of ethnic conflict mentioning, discussion, or verbal participation therein in user-generated content is a socially important task, as such content has been proven related to ethnic clashes on the ground. Yet this task has not been ...
Added: November 28, 2025
Nazir Ahmed Jogezai, Koroleva D., Ivanov I., International Journal of Educational Management 2026 Vol. 40 No. 1-2 P. 133–157
Purpose
This study explores the challenges, opportunities and future course for the use of generative artificial intelligence (GAI) in higher education to attain the targets of the sustainable development goals (SDG4).
Design/methodology/approach
A phenomenological approach within the qualitative research tradition was adopted. Data were collected through semi-structured interviews with 11 purposefully selected university faculty members. A hybrid data ...
Added: October 23, 2025