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Complex question answering across text, tables and images requires integrating diverse information sources. A framework supporting specialized processing with coordination and interpretability is needed. We introduce DeALOG, a decentralized…

计算与语言 · 计算机科学 2026-02-03 Abhijit Chakraborty , Ashish Raj Shekhar , Shiven Agarwal , Vivek Gupta

This paper introduces LoBOX (Lack of Belief: Opacity \& eXplainability) governance ethic structured framework for managing artificial intelligence (AI) opacity when full transparency is infeasible. Rather than treating opacity as a design…

计算机与社会 · 计算机科学 2025-05-28 Francisco Herrera , Reyes Calderón

AI agents -- systems that combine foundation models with reasoning, planning, memory, and tool use -- are rapidly becoming a practical interface between natural-language intent and real-world computation. This survey synthesizes the…

人工智能 · 计算机科学 2026-01-06 Bin Xu

Advances in machine learning (ML) technologies have greatly improved Artificial Intelligence (AI) systems. As a result, AI systems have become ubiquitous, with their application prevalent in virtually all sectors. However, AI systems have…

While we have witnessed a rapid growth of ethics documents meant to guide AI development, the promotion of AI ethics has nonetheless proceeded with little input from AI practitioners themselves. Given the proliferation of AI for Social Good…

计算机与社会 · 计算机科学 2021-01-07 Mark Findlay , Josephine Seah

Various recent Artificial Intelligence (AI) system failures, some of which have made the global headlines, have highlighted issues in these systems. These failures have resulted in calls for more ethical AI systems that better take into…

计算机与社会 · 计算机科学 2020-11-10 Ville Vakkuri , Kai-Kristian Kemell , Pekka Abrahamsson

Purpose: The governance of artificial iintelligence (AI) systems requires a structured approach that connects high-level regulatory principles with practical implementation. Existing frameworks lack clarity on how regulations translate into…

计算机与社会 · 计算机科学 2025-09-16 Avinash Agarwal , Manisha J. Nene

Consensus protocols form the backbone of distributed systems and blockchains, where implementation bugs can cause data corruption and financial losses. While LLM-based approaches show promise in code analysis, they struggle with deep…

软件工程 · 计算机科学 2026-05-29 Xiang Liu , Sa Song , Zhaowei Zhang , Huiying Lan , Jason Zeng , Ming Wu , Michael Heinrich , Yong Sun , Ceyao Zhang

AI agents are beginning to interact with each other directly and across internet platforms and physical environments, creating security challenges beyond traditional cybersecurity and AI safety frameworks. Free-form protocols are essential…

Autonomous AI agents are beginning to operate across organizational boundaries on the open internet -- discovering, transacting with, and delegating to agents owned by other parties without centralized oversight. When agents from different…

多智能体系统 · 计算机科学 2026-04-09 Anbang Ruan , Xing Zhang

Ethics review is a foundational mechanism of modern research governance, yet contemporary systems face increasing strain as ethical risks arise as structural consequences of large-scale, interdisciplinary scientific practice. The demand for…

The rapid advancement of Large Language Models has given rise to autonomous LLM-based agents capable of complex reasoning and execution. As these agents transition from isolated operation to collaborative ecosystems, we witness the…

人工智能 · 计算机科学 2026-05-20 Yixiang Yao , Yuhang Yao , Xinyi Fan , Jiechao Gao , Jie Wang , Minjia Zhang , Srivatsan Ravi , Carlee Joe-Wong

This paper presents ThinkTank, a comprehensive and scalable framework designed to transform specialized AI agent systems into versatile collaborative intelligence platforms capable of supporting complex problem-solving across diverse…

多智能体系统 · 计算机科学 2025-06-04 Praneet Sai Madhu Surabhi , Dheeraj Reddy Mudireddy , Jian Tao

The rapid evolution of sophisticated cyberattacks has strained modern Security Operations Centers (SOC), which traditionally rely on rule-based or signature-driven detection systems. These legacy frameworks often generate high volumes of…

密码学与安全 · 计算机科学 2026-03-03 Chuanming Tang , Ling Qing , Shifeng Chen

As AI systems increasingly operate with autonomy and adaptability, the traditional boundaries of moral responsibility in techno-social systems are being challenged. This paper explores the evolving discourse on the delegation of…

计算机与社会 · 计算机科学 2024-11-26 Gordana Dodig-Crnkovic , Gianfranco Basti , Tobias Holstein

Policy Cards are introduced as a machine-readable, deployment-layer standard for expressing operational, regulatory, and ethical constraints for AI agents. The Policy Card sits with the agent and enables it to follow required constraints at…

人工智能 · 计算机科学 2025-10-29 Juraj Mavračić

The Transmission Control Protocol (TCP) relies on a state machine and deterministic arithmetic to ensure reliable connections. However, traditional protocol logic driven by hard-coded state machines struggles to meet the demands of…

网络与互联网体系结构 · 计算机科学 2025-12-02 Yule Han , Kezhi Wang , Kun Yang

AI agents are increasingly deployed as autonomous systems capable of planning, tool use, and multi-agent collaboration across complex tasks. However, existing agent-related protocols focus on agent-to-agent interactions, leaving humans as…

人机交互 · 计算机科学 2026-02-19 Zhiyuan Liang , Enfang Cui , Qian Wei , Rui She , Tianzheng Li , Minxin Guo , Yujun Cheng

As AI agents are increasingly used in high-stakes domains like healthcare and law enforcement, aligning their behaviour with social, legal, ethical, empathetic, and cultural (SLEEC) norms has become a critical engineering challenge. While…

人工智能 · 计算机科学 2026-03-13 Radu Calinescu , Ana Cavalcanti , Marsha Chechik , Lina Marsso , Beverley Townsend

As artificial intelligence (AI) reshapes industries and societies, ensuring its trustworthiness-through mitigating ethical risks like bias, opacity, and accountability deficits-remains a global challenge. International Organization for…

计算机与社会 · 计算机科学 2025-04-24 Sridharan Sankaran