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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.
Пермь: Управление издательской деятельности Пермского государственного национального исследовательского университета, 2025.
The monograph is dedicated to the 70th anniversary of the founding of the Department of Socio Economic Geography at Perm State National Research University. The collective monograph covers a wide range of issues related to the geographical study of the territorial organization of society, which were laid down in the numerous works of M. D. Sharygin and have ...
Added: August 3, 2026
Iskakova B., Kleinlein E. V., Prisyazhniuk D. et al., European Journal of Education 2026 Vol. 61 No. 3 Article 70810
This study examines pre-service teachers' (PSTs) attitudes towards inclusive education in Germany and Russia and investigates how they relate to teacher training curricula and teacher educators' discourse. A mixed-methods design was used, including an online survey of PSTs (n = 460) with an open-ended question, curriculum review and exploratory interviews with university educators in both contexts. The ...
Added: August 3, 2026
Reznichenko S. I., Кияненко И. К., Nartova-Bochaver S. K. et al., Экспериментальная психология 2026 Т. 19 № 2 С. 10–28
Abstract
Context and relevance. In the context of accelerated urbanization and a growing disconnect from the natural
environment, there is increasing interest in biophilic attitudes — a system of stable views, beliefs, and
evaluations that reflect a person’s relationship with living nature and shape their psychological well-being and
environmentally responsible behavior. Existing tools for their measurement, such as the ...
Added: August 3, 2026
Belomestny D., Gasnikov A., Gladin E. et al., Russian Mathematical Surveys 2026 Vol. 81 No. 4(490) P. 3–90
Reinforcement learning (RL) is increasingly grounded in tools from probability, optimization, and operator theory. This survey organizes the mathematical structures that underpin the design and analysis of modern algorithms in RL. We begin from Markov decision processes (MDPs) and the Bellman operators, emphasizing contraction mappings, monotonicity, and fixed-point theory that yield convergence guarantees and rates ...
Added: August 3, 2026
Lysenok N., Enterprise Development and Microfinance 2026 Vol. 36 No. 4s P. 81–92
This paper decomposes the performance of volatility-informed multi-strategy trading in constituents of the MOEX index, using six systematic strategies on 17 liquid stocks that account for about 80% of Russian equity market capitalization, evaluated walk-forward over 2022–2025. Two results emerge. First, diversification arithmetic: with an average pairwise return correlation of 0.09 and negatively correlated trend ...
Added: August 2, 2026
Chepovskiy A., Мастерская Печати Идей, 2026.
The textbook presents methods and algoгithms for automatic analysis
of соrроrа of texts in natural languages. It is intended fоr sfudenБ of
methods of processing texts in паtчrаl languages and creating training
arays of texts.
Fоr students, graduate students and researchers studying methods
of computational linguistics and word processing. ...
Added: August 1, 2026
Maghsoohi A., Pavlov V., Rouse P. et al., Health Care Management Science 2026 Vol. 29 No. 37
As the numbers of older people (65 +) rise globally, the pressure on acute hospitals to provide efficient and effective care while addressing resource inequities increases. In this study we introduce Recognising Episodes of Acute Complexity in Health (REACH), a novel Automatic Machine Learning (AutoML)-based predictive model that prioritises older patients and assigns them to complex ...
Added: July 30, 2026
Федеральное государственное бюджетное учреждение науки Институт Европы Российской академии наук, 2026.
This edited volume examines the place of the European Union in the global economy during the first quarter of the twenty-first century against the backdrop of an emerging global economic order in which BRICS countries are playing an increasingly important role. Particular attention is paid to the evolution of the EU’s integration strategy – its ...
Added: July 30, 2026
Ponomarenko A., / Series Computer Science "arxiv.org". 2025.
This paper addresses the challenge of merging hierarchical navigable small world (HNSW) graphs, a critical operation for distributed systems, incremental indexing, and database compaction. We propose three algorithms for this task: Naive Graph Merge (NGM), Intra Graph Traversal Merge (IGTM), and Cross Graph Traversal Merge (CGTM). These algorithms differ in their approach to vertex selection ...
Added: July 30, 2026
Уилкокс П., Romanov A., М.: ДМК Пресс, 2025.
Книга, которую вы держите в руках, продолжает серию «Книжная полка истового
инженера», которая издается при поддержке компании YADRO.
Данная книга представляет собой учебник по теоретическим основам продвинутой
функциональной верификации и содержит лучшие практики, используемые в настоящее
время. В ней подробно описана унифицированная методология верификации
(UVM) и раскрыты такие темы, как функциональный виртуальный прототип, функциональное
покрытие, утверждения, формальная верификация, тестбенчи, косимуляция,
эмуляция, аппаратное ...
Added: July 30, 2026
Mikhaylets E. V., Razorenova A. М., Chernyshev V. L. et al., Scientific Reports 2026 Vol. 16 Article 23560
Meditation offers a naturalistic paradigm for studying introspection, yet the neural dynamics of advanced tantric practices remain largely unexplored. Buddhist Highest Yoga Tantra (BHYT) comprises a sequence of eight dissolution stages culminating in the “clear light” state. We recorded EEG during eyes-closed BHYT meditation performed in monasteries and hermitages (51 sessions from 36 male practitioners; ...
Added: July 29, 2026
Lola I. S., Семенова М. Т., Усов Н. А., ИСИЭЗ НИУ ВШЭ, 2026.
Центр конъюнктурных исследований Института статистических исследований и экономики знаний НИУ ВШЭ представляет информационно-аналитический материал «Деловой климат в оптовой торговле во II квартале 2026 г.», подготовленный в рамках Программы фундаментальных исследований НИУ ВШЭ на основе ежеквартальных конъюнктурных опросов руководителей 6,5 тыс. организаций оптовой торговли, проводимых Федеральной службой государственной статистики в 82 субъектах Российской Федерации. Обследования проводятся на ...
Added: July 29, 2026
Lola I. S., Ostapkovich G. V., Asoskov D. et al., ИСИЭЗ НИУ ВШЭ, 2026.
Для расчета индекса экономического настроения (ИЭН ВШЭ) использовались результаты обследований деловой активности российских предприятий и организаций, а также потребительских ожиданий, в мониторинговом режиме проводимых Росстатом. В обследованиях принимают участие 17,5 тыс. руководителей организаций различных секторов экономики (около 6 тыс. крупных и средних предприятий добывающей и обрабатывающей промышленности, 6,2 тыс. строительных фирм, 3,4 тыс. организаций розничной торговли, около ...
Added: July 29, 2026
Lodiagin B., Petrov V., International Journal of Innovative Research and Scientific Studies 2026 Vol. 9 No. 7 P. 127–141
This study compares seven Russian regional airport public-private partnership projects to examine how governance arrangements relate to implementation performance and adaptation under uncertainty. The analysis draws on public documents, project-participant materials, industry reports, and business media available by May 2026. A qualitative multiple-case design combines thematic analysis with cross-case synthesis. The cases range from comparatively ...
Added: July 27, 2026
Pashkov S., Социологический журнал 2026 Т. 32 № 2 С. 32–44
This article discusses the methodological possibilities and specific features of constructing chain indices based on longitudinal sociological data. The relevance of the study stems from the shortage of diverse socio-economic indicators for promptly tracking fluctuations in the expectations and intentions of small business owners under heightened uncertainty. The authors show that the chain index methodology ...
Added: July 27, 2026
Думкин Н. А., Alexandrov D., Прозорский М. А., Труды Института системного программирования РАН 2026 Т. 38 № 1 С. 255–274
A theoretically sound approach to adaptive client-side video fragment restoration is proposed using
machine learning and scene analysis methods. The method includes a formal problem statement, a finite-state
machine model for decision making, a restoration cost function, and a new stage in video preparation: scene
dynamics assessment followed by recording a feature in an HLS playlist. This feature ...
Added: July 27, 2026
Cham: Springer, 2026.
This open access set, LNAI 16688-16689, constitutes the proceedings of the 13th International Joint Conference, IJCAR 2026, held in Lisbon, Portugal, during July 26–29, 2026.
The 41 full research papers and 8 short papers included in these two volumes were carefully reviewed and selected from 112 submissions. The papers cover the following topical sections:
Part I: Theorem ...
Added: July 26, 2026
Hachaturova M. R., Safonova A., Экспериментальная психология 2026 Т. 19 № 2 С. 51–66
Context and relevance. The influence of the environment on psychological well-being has been studied in a wide variety of contexts, including workplaces, schools, healthcare facilities, and digital spaces. However, the psychological well-being of university faculty, particularly in relation to their connection to the university environment in the wide sense, remains virtually unrepresented in psychological research. ...
Added: July 25, 2026
Slabolitskiy I. S., Экономический журнал Высшей школы экономики 2026 Т. 30 № 2 С. 215–244
This paper proposes a new approach for modeling and forecasting key indicators of Russia's foreign economic activity based on a block-based architecture of a Bayesian Vector Autoregression model with exogenous variables (BVARX). In conditions of high external uncertainty and the absence of publicly available data on the physical volumes of foreign trade since 2022, the ...
Added: July 24, 2026
Лобоцкий М. Ю., Komarov M. M., Zaramenskikh E., Бизнес-информатика 2026 Т. 20 № 2 С. 7–21
By early 2026, AI agents ceased to be experimental tools and began to be considered as a form of business process automation. Based on the analysis of in-depth interviews, an expert session, a quantitative survey of Russian companies, and sources reflecting Russian and foreign experience in the deployment of AI agents, a fivelevel maturity model ...
Added: July 24, 2026
Edward R. Rzaev, Aleksandr Y. Romanov, Andrey M. Sukhov, IEEE Access 2026 Vol. 14 P. 2169–3536
This work presents a hierarchy of strictly local fault-tolerant routing algorithms for 3D mesh networks-on-chip, culminating in an algorithm that combines a live-neighbor selection rule with a bounded single-hop rollback mechanism. The proposed algorithms operate exclusively on immediate neighbor information, maintain O(1) per hop complexity, and require no global topology knowledge, additional virtual channels, or ...
Added: July 23, 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