AI Agent

Compositional Bias Control in Large Language Models: Preference Learning Fails, Supervision Succeeds

Atij Mahesh

机构 * University of California, Los Angeles（加州大学洛杉矶分校） 纠错

专题命中 其他Agent ：agentic(abstract)；分类 cs.CL

Comments 20 pages

A4L: An Architecture for AI-Augmented Learning

Ashok Goel, Ploy Thajchayapong, Vrinda Nandan, Harshvardhan Sikka, Spencer Rugaber

机构 * Design Intelligence Laboratory, Georgia Institute of Technology（设计智能实验室，佐治亚理工学院） 纠错

专题命中 其他Agent ：AI agent(abstract)；分类 cs.AI

Comments 14 pages, 7 figures

Prospects for Using Artificial Intelligence to Understand Intrinsic Kinetics of Heterogeneous Catalytic Reactions

Andrew J. Medford, Todd N. Whittaker, Bjarne Kreitz, David W. Flaherty, John R. Kitchin

机构 * organization= School of Chemical \& Biomolecular Engineering, Georgia Institute of Technology , addressline= 311 Ferst Drive NW , city= Atlanta , postcode= 30332 , state= GA , country= USA ； organization= Department of Chemical Engineering, Carnegie Mellon University , addressline= 5000 Forbes Street , city= Pittsburgh , postcode= 15213 , state= PA , country= USA 纠错

专题命中 其他Agent ：agentic(abstract)；分类 cs.AI

Comments Submitted to "Current Opinion in Chemical Engineering" for peer review

Deliberate Lab: A Platform for Real-Time Human-AI Social Experiments

Crystal Qian, Vivian Tsai, Michael Behr, Nada Hussein, Léo Laugier, Nithum Thain, Lucas Dixon

机构 * Google DeepMind（谷歌DeepMind） ； Google（谷歌） ； EPFL（苏黎世联邦理工学院） 纠错

专题命中 其他Agent ：AI agent(abstract)；分类 cs.AI

What Do You Mean? Exploring How Humans and AI Interact with Symbols and Meanings in Their Interactions

Reza Habibi, Seung Wan Ha, Zhiyu Lin, Atieh Kashani, Ala Shafia, Lakshana Lakshmanarajan, Chia-Fang Chung, Magy Seif El-Nasr

机构 * University of California, Santa Cruz（加州大学圣克鲁兹分校） 纠错

专题命中 其他Agent ：AI agent(abstract)；分类 cs.AI

Comments CHI 2026 Papers

Financial Stability Implications of Generative AI: Taming the Animal Spirits

Anne Lundgaard Hansen, Seung Jung Lee

专题命中 其他Agent ：AI agent(abstract)；分类 cs.LG

Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey

Md Mehrab Tanjim, Yeonjun In, Xiang Chen, Victor S. Bursztyn, Ryan A. Rossi, Sungchul Kim, Guang-Jie Ren, Vaishnavi Muppala, Shun Jiang, Yongsung Kim, Chanyoung Park

机构 * Adobe Research（Adobe研究部） ； KAIST（韩国科学技术院） ； Adobe Inc.（Adobe公司） 纠错

专题命中 其他Agent ：agentic(abstract)；分类 cs.CL

Comments 14 pages, 2 figures, Accepted at EMNLP 2025 Main Conference

Large Language Models for Cyber Security: A Systematic Literature Review

Hanxiang Xu, Shenao Wang, Ningke Li, Kailong Wang, Yanjie Zhao, Kai Chen, Ting Yu, Yang Liu, Haoyu Wang

机构 * Huazhong University of Science and Technology（华中科技大学） ； Hamad Bin Khalifa University（哈马德·本·卡伊夫大学） ； Nanyang Technological University（南洋理工大学） 纠错

专题命中 其他Agent ：autonomous agent(abstract)；分类 cs.AI

Comments Accepted by ACM Transactions on Software Engineering and Methodology (TOSEM)

AI Factories: It's time to rethink the Cloud-HPC divide

Pedro Garcia Lopez, Daniel Barcelona Pons, Marcin Copik, Torsten Hoefler, Eduardo Quiñones, Maciej Malawski, Peter Pietzutch, Alberto Marti, Thomas Ohlson Timoudas, Aleksander Slominski

机构 * ETH（苏黎世联邦理工学院） ； IBM Research（IBM研究院） 纠错

专题命中 其他Agent ：agentic(abstract)；分类 cs.AI

A Theoretical Framework of the Processes of Change in Psychotherapy Delivered by Artificial Agents

Arthur Bran Herbener, Malene Flensborg Damholdt

机构 * Department of Psychology and Behavioral Sciences（心理学与行为科学系） 纠错

专题命中 其他Agent ：agentic(abstract)；分类 cs.AI

Comments Submitted on 19 March 2025

EconAgentic in DePIN Markets: A Large Language Model Approach to the Sharing Economy of Decentralized Physical Infrastructure

Yulin Liu, Mocca Schweitzer

机构 * Quantum Economics Zug Switzerland（量子经济学研究所） 纠错

专题命中 其他Agent ：AI agent(abstract)；分类 cs.AI

The Quasi-Creature and the Uncanny Valley of Agency: A Synthesis of Theory and Evidence on User Interaction with Inconsistent Generative AI

Mauricio Manhaes, Christine Miller, Nicholas Schroeder

专题命中 其他Agent ：agentic(abstract)；分类 cs.AI

Comments 33 pages, 9 figures

A Mechanism for Mutual Fairness in Cooperative Games with Replicable Resources -- Extended Version

Björn Filter, Ralf Möller, Özgür Lütfü Özçep

机构 * Institute for Humanities-Centered AI (CHAI), University of Hamburg, Germany（人文中心人工智能研究所（CHAI），汉堡大学） 纠错

专题命中 其他Agent ：agentic(abstract)；分类 cs.AI

Comments This paper is the extended version of a paper accepted at the European Conference on Artificial Intelligence 2025 (ECAI 2025), providing the proof of the main theorem in the appendix

The Missing Reward: Active Inference in the Era of Experience

Bo Wen

机构 * IBM T.J. Watson Research Center（IBM TJ沃森研究中心） 纠错

专题命中 其他Agent ：AI agent(abstract)；分类 cs.AI

Tool Graph Retriever: Exploring Dependency Graph-based Tool Retrieval for Large Language Models

Linfeng Gao, Yaoxiang Wang, Minlong Peng, Jialong Tang, Yuzhe Shang, Mingming Sun, Jinsong Su

机构 * School of Informatics, Xiamen University（厦门大学信息学院） ； Baidu（百度） ； Alibaba（阿里巴巴） 纠错

专题命中 其他Agent ：AI agent(abstract)；分类 cs.AI

Behavioral Exploration: Learning to Explore via In-Context Adaptation

Andrew Wagenmaker, Zhiyuan Zhou, Sergey Levine

机构 * Department of Electrical Engineering \& Computer Science, University of California, Berkeley 纠错

专题命中 其他Agent ：autonomous agent(abstract)；分类 cs.LG

From Turing to Tomorrow: The UK's Approach to AI Regulation

Oliver Ritchie, Markus Anderljung, Tom Rachman

专题命中 其他Agent ：AI agent(abstract)；分类 cs.AI

Comments This is a chapter intended for publication in a forthcoming edited volume. It is the version of the author's manuscript prior to acceptance for publication and has not undergone editorial and/or peer review on behalf of the Publisher

What Neuroscience Can Teach AI About Learning in Continuously Changing Environments

Daniel Durstewitz, Bruno Averbeck, Georgia Koppe

专题命中 其他Agent ：agentic(abstract)；分类 cs.AI

Comments Submitted as a Perspective article (10 pages, 5 figures)

Optimizing Conversational Product Recommendation via Reinforcement Learning

Kang Liu

机构 * Independent Researcher（独立研究者） 纠错

专题命中 其他Agent ：agentic(abstract)；分类 cs.LG

Conceptual Framework Toward Embodied Collective Adaptive Intelligence

Fan Wang, Shaoshan Liu

机构 * Shenzhen Institute of Artificial Intelligence and Robotics for Society（深圳人工智能与机器人研究院） 纠错

专题命中 其他Agent ：autonomous agent(abstract)；分类 cs.AI

Reversing the Paradigm: Building AI-First Systems with Human Guidance

Cosimo Spera, Garima Agrawal

机构 * Minerva CQ 纠错

专题命中 其他Agent ：AI agent(abstract)；分类 cs.AI

Secondary Stakeholders in AI: Fighting for, Brokering, and Navigating Agency

Leah Hope Ajmani, Nuredin Ali Abdelkadir, Stevie Chancellor

机构 * University of Minnesota（明尼苏达大学） 纠错

专题命中 其他Agent ：agentic(abstract)；分类 cs.AI

Misalignment or misuse? The AGI alignment tradeoff

Max Hellrigel-Holderbaum, Leonard Dung

专题命中 其他Agent ：AI agent(abstract)；分类 cs.AI

Comments Forthcoming in Philosophical Studies

MCP Safety Training: Learning to Refuse Falsely Benign MCP Exploits using Improved Preference Alignment

John Halloran

机构 * Leidos（莱迪斯公司） 纠错

专题命中 其他Agent ：AI agent(abstract)；分类 cs.LG

Comments 27 pages, 19 figures, 4 tables

Conversational Alignment with Artificial Intelligence in Context

Rachel Katharine Sterken, James Ravi Kirkpatrick

机构 * University of Hong Kong（香港大学） ； University of Oxford（牛津大学） ； Magdalen College, Oxford（牛津大学玛格丽特学院） 纠错

专题命中 其他Agent ：AI agent(abstract)；分类 cs.CL

Comments 20 pages, to be published in Philosophical Perspectives

From Lived Experience to Insight: Unpacking the Psychological Risks of Using AI Conversational Agents

Mohit Chandra, Suchismita Naik, Denae Ford, Ebele Okoli, Munmun De Choudhury, Mahsa Ershadi, Gonzalo Ramos, Javier Hernandez, Ananya Bhattacharjee, Shahed Warreth, Jina Suh

机构 * School of Interactive Computing, Georgia Institute of Technology（交互计算学院，佐治亚理工学院） ； Purdue University（普渡大学） ； Microsoft Research（微软研究院） ； Microsoft（微软） ； Microsoft AI（微软人工智能） ； University of Toronto（多伦多大学） 纠错

专题命中 其他Agent ：AI agent(abstract)；分类 cs.AI

Comments 31 pages, 6 figures, 8 tables; Accepted at ACM FAccT 2025

Human-Centered Human-AI Collaboration (HCHAC)

Qi Gao, Wei Xu, Hanxi Pan, Mowei Shen, Zaifeng Gao

专题命中 其他Agent ：AI agent(abstract)；分类 cs.AI

Comments This article is a chapter from the upcoming book Handbook of Human-Centered Artificial Intelligence

Evaluating AI cyber capabilities with crowdsourced elicitation

Artem Petrov, Dmitrii Volkov

专题命中 其他Agent ：AI agent(abstract)；分类 cs.AI

Comments Updated abstract to fix a typo; no changes to the content of the paper

A Unified Approach to Routing and Cascading for LLMs

Jasper Dekoninck, Maximilian Baader, Martin Vechev

专题命中 其他Agent ：agentic(abstract)；分类 cs.CL

Simplified and Secure MCP Gateways for Enterprise AI Integration

Ivo Brett

专题命中 其他Agent ：AI agent(abstract)；分类 cs.AI