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Human reliability remains a critical concern in safety-critical domains such as nuclear power, where operational failures are often linked to human error. While conventional human reliability analysis (HRA) methods have been widely adopted,…

人机交互 · 计算机科学 2025-07-02 Xingyu Xiao , Jiejuan Tong , Peng Chen , Jun Sun , Zhe Sui , Jingang Liang , Hongru Zhao , Jun Zhao , Haitao Wang

Modern general-purpose artificial intelligence (AI) systems present an urgent risk management challenge, as their rapidly evolving capabilities and potential for catastrophic harm outpace our ability to reliably assess their risks. Current…

人工智能 · 计算机科学 2025-07-03 Anna Katariina Wisakanto , Joe Rogero , Avyay M. Casheekar , Richard Mallah

Rapidly advancing artificial intelligence (AI) systems introduce novel, uncertain, and potentially catastrophic risks. Managing these risks requires a mature risk-management infrastructure whose cornerstone is rigorous risk modeling. We…

In the petroleum industry, Quantitative Risk Analysis (QRA) has been one of the main tools for risk management. To date, QRA has mostly focused on technical barriers, despite many accidents having human failure as a primary cause or a…

系统与控制 · 电气工程与系统科学 2021-09-30 Marilia Ramos , Camille Major , Nsimah Ekanem , Cesar Malpica , Ali Mosleh

As Artificial Intelligence (AI) technologies continue to advance, protecting human autonomy and promoting ethical decision-making are essential to fostering trust and accountability. Human agency (the capacity of individuals to make…

计算机与社会 · 计算机科学 2025-10-13 Laxmiraju Kandikatla , Branislav Radeljic

Embedding artificial intelligence into systems introduces significant challenges to modern engineering practices. Hazard analysis tools and processes have not yet been adequately adapted to the new paradigm. This paper describes initial…

软件工程 · 计算机科学 2022-03-30 Nikolas Martelaro , Carol J. Smith , Tamara Zilovic

In high-stakes disaster scenarios, timely and informed decision-making is critical yet often challenged by uncertainty, dynamic environments, and limited resources. This paper presents a systematic review of Human-AI collaboration patterns…

人工智能 · 计算机科学 2025-09-16 Emmanuel Adjei Domfeh , Christopher L. Dancy

Artificial intelligence (AI) systems are increasingly integrated into healthcare and pharmacy workflows, supporting tasks such as medication recommendations, dosage determination, and drug interaction detection. While these systems often…

人工智能 · 计算机科学 2026-05-21 Khalid Adnan Alsayed

Recent advancements in the field of Artificial Intelligence (AI) establish the basis to address challenging tasks. However, with the integration of AI, new risks arise. Therefore, to benefit from its advantages, it is essential to…

机器学习 · 计算机科学 2024-12-20 Ronald Schnitzer , Andreas Hapfelmeier , Sven Gaube , Sonja Zillner

AI predictive systems are increasingly embedded in decision making pipelines, shaping high stakes choices once made solely by humans. Yet robust decisions under uncertainty still rely on capabilities that current AI lacks: domain knowledge…

人工智能 · 计算机科学 2025-10-28 Sima Noorani , Shayan Kiyani , George Pappas , Hamed Hassani

The interaction between humans and AI in safety-critical systems presents a unique set of challenges that remain partially addressed by existing frameworks. These challenges stem from the complex interplay of requirements for transparency,…

The absolute dominance of Artificial Intelligence (AI) introduces unprecedented societal harms and risks. Existing AI risk assessment models focus on internal compliance, often neglecting diverse stakeholder perspectives and real-world…

人工智能 · 计算机科学 2025-09-15 Sofia Vei , Paolo Giudici , Pavlos Sermpezis , Athena Vakali , Adelaide Emma Bernardelli

Artificial intelligence risks are multidimensional in nature, as the same risk scenarios may have legal, operational, and financial risk dimensions. With the emergence of new AI regulations, the state of the art of artificial intelligence…

计算机与社会 · 计算机科学 2025-09-24 Luis Enriquez Alvarez

Artificial intelligence (AI) systems are deployed as collaborators in human decision-making. Yet, evaluation practices focus primarily on model accuracy rather than whether human-AI teams are prepared to collaborate safely and effectively.…

人机交互 · 计算机科学 2026-03-20 Min Hun Lee

As organizations increasingly deploy AI as a teammate rather than a standalone tool, morally consequential mistakes often arise from joint human-AI workflows in which causality is ambiguous. We ask how people allocate responsibility in…

人机交互 · 计算机科学 2026-04-13 Greg Nyilasy , Brock Bastian , Jennifer Overbeck , Abraham Ryan Ade Putra Hito

The integration of artificial intelligence (AI) technologies into judicial decision-making, particularly in pretrial, sentencing, and parole contexts, has generated substantial concerns about transparency, reliability, and accountability.…

人工智能 · 计算机科学 2026-04-15 Arthur Dyevre , Ahmad Shahvaroughi

Different approaches have been adopted in addressing the challenges of Artificial Intelligence (AI), some centred on personal data and others on ethics, respectively narrowing and broadening the scope of AI regulation. This contribution…

人工智能 · 计算机科学 2024-07-31 Alessandro Mantelero , Maria Samantha Esposito

The use of Artificial Intelligence (AI), or more generally data-driven algorithms, has become ubiquitous in today's society. Yet, in many cases and especially when stakes are high, humans still make final decisions. The critical question,…

人工智能 · 计算机科学 2024-10-15 Eli Ben-Michael , D. James Greiner , Melody Huang , Kosuke Imai , Zhichao Jiang , Sooahn Shin

The advent of autonomous driving technology has accentuated the need for comprehensive hazard analysis and risk assessment (HARA) to ensure the safety and reliability of vehicular systems. Traditional HARA processes, while meticulous, are…

系统与控制 · 电气工程与系统科学 2024-11-04 Alireza Abbaspour , Aliasghar Arab , Yashar Mousavi

Artificial intelligence (AI) is reshaping society, from video generation to medical diagnosis, coding agents to autonomous vehicles. Yet researchers, policymakers, and technology companies lack shared terminology for discussing AI risks.…

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