Interaction Data

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11 papers in the last four weeks, up 120% on the four weeks before. 0.1% of all new papers.

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Acting with AI: An Interaction-Based Framework for Agentic Tort Liability
May 30, 2026Yiheng YaoProduction Agentic Systems Agentic
Stanford University
Comparing LLM-Based Conversational and Graphical Interfaces for Industrial Decision Tasks: An Exploratory Mixed-Methods Study
May 29, 2026Roberto Figliè, Simone Caputo, Alan Serrano +2Conversational Artificial Intelligence Interaction Data
Department of Computer Science, University of Pisa, Pisa, Italy · San Matteo Hospital, Pavia, Italy · Department of Computer Science, Brunel University of London, London, United Kingdom
Enhancing Multi-Agent Communication through Attention Steering with Context Relevance
May 28, 2026Hongxiang Zhang, Yuan Tian, Tianyi ZhangMulti-Agent Communication Interaction Data
Purdue University West Lafayette, IN, USA
Structured interactions improve distributed coordination beyond model scaling in a real-world multi-robot system
May 28, 2026Junping Wang, Zhizhong Zhang, Yongqiang Tang +5Multi-Robot Systems Adaptive Coordination
1*State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, No.95 Zhongguancun East Road, Haidian District, Beijing, 100190, Beijing, China. · School of Artificial Intelligence, University of Chinese Academy of Sciences, No.19(A) Yuquan Road, Shijingshan District, Beijing, 100049, Beijing, China. · 5Liupanshan Laboratory, Ningxia University, No.489, Helanshan West Road, Xixia District, Yingchuan, 750021, Ningxia, China. +2
Mobile-Aptus: Confidence-Driven Proactive and Robust Interaction in MLLM-based Mobile-Using Agents
May 27, 2026Zheng Wu, Pengzhou Cheng, Zongru Wu +5Mllm-Based Interaction Data
School of Computer Science, Shanghai Jiao Tong University · GenAI, Meta
Personality, Role, and Expressive Style in Large Language Models: An Interactionist Analysis
May 27, 2026Moe Nagao, Koichiro Terao, Mikio Nakano +1Personality Role
Okayama Prefectural University · AI & Humans Lab · C4A Research Institute
Law of Neural Interaction: Depth-Width Shape, Interaction Efficiency, and Generalization
May 27, 2026Wenjie Sun, Jinning Yang, Shuai Zhang +1Interaction Prediction Mmlu-Pro
The Chinese University of Hong Kong, Shenzhen · Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences · New Jersey Institute of Technology
Semantic Gradients Interactions in SSD: A Case Study in Racial Identity and Hate Speech
May 26, 2026Felix Ostrowicki, Hubert PlisieckiHate Speech Detection Hate Speech
Independent Researcher · IDEAS Research Institute
Emotional intelligence in large language models is fragmented across perception, cognition, and interaction
May 23, 2026Minghao Lv, Lu Chen, Enchang Zhang +6Empathy Cognitive Science
X-LANCE Lab, School of Computer Science, Shanghai Jiao Tong University, Shanghai, China. · MoE Key Lab of Artificial Intelligence. · Jiangsu Key Lab of Language Computing, China. +1
Beyond Inference-Only Deployment: Comparing Weight-Based Consolidation Against Cascading Compaction
May 23, 2026Simon Dennis, Kevin Shabahang, Hao Guo +1Compaction Llm-As-A-Judge
i14 / University of Melbourne · i14
$\textit{BlockFormer}$ : Transformer-based inference from genomic contact maps
May 20, 2026Eloïse Touron, Pedro L. C. Rodrigues, Julyan Arbel +2Genome-Wide Association Study Flow Map
Univ. Grenoble Alpes, Inria CNRS, Grenoble INP, LJK, France · TIMC, Univ. Grenoble Alpes CNRS, Grenoble INP, France
Reconciling Contradictory Views on the Effectiveness of SFT in LLMs: An Interaction Perspective
May 18, 2026Junpeng Zhang, Lei Cheng, Guoxi Zhang +3Large Language Models Fail Overfitting
Shanghai Jiao Tong University · Beijing Institute for General Artificial Intelligence · UniDT +1
Beyond Inefficiency: Systemic Costs of Incivility in Multi-Agent Monte Carlo Simulations
May 12, 2026Alison Moldovan-Mauer, Benedikt MangoldMulti-Agent Simulations Multi-Agent Debate
Technische Hochschule Nürnberg Georg Simon Ohm 90489 Nuremberg, Germany
Initiation of Interaction Detection Framework using a Nonverbal Cue for Human-Robot Interaction
May 11, 2026Guhnoo Yun, Juhan Yoo, Kijung Kim +1Human-Robot Interaction Event-Guided Sensor-Level Fusion
Korea Institute of Science and Technology, Seoul, 02792, Republic of Korea · Department of Computer Science, Semyung University, Jecheon-si, 27136, Republic of Korea
Can LLMs Take Retrieved Information with a Grain of Salt?
May 7, 2026Behzad Shayegh, Mohamed Osama Ahmed, Fred Tung +1Large Language Model Reliability Interaction Data
RBC Borealis
ScriptHOI: Learning Scripted State Transitions for Open-Vocabulary Human-Object Interaction Detection
May 6, 2026Minh Anh Nguyen, Quang Huy Tran, Bao Ngoc Le +3Articulated Objects Open-Vocabulary
Phenikaa University
iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework
May 5, 2026Jianjie Fang, Yingshan Lei, Qin Wan +8Video World Models World Models
Tsinghua University, China · Northeastern University, China · South China University of Technology, China
U-Define: Designing User Workflows for Hard and Soft Constraints in LLM-Based Planning
May 4, 2026Christine P Lee, Xinyu Jessica Wang, Aws Albarghouthi +2Agentic Workflow Design Structural Constraints
University of Wisconsin–Madison, USA · George Mason University, USA
Less Interaction But More Explanation: A Communication Perspective on Agentic AI Interfaces
May 2, 2026Eunchae Jang, S. Shyam SundarInteraction Data Human Agency
Media Effects Research Laboratory, Pennsylvania State University, Pennsylvania, USA · Center for Socially Responsible AI, Pennsylvania State University, Pennsylvania, USA
When RAG Chatbots Expose Their Backend: An Anonymized Case Study of Privacy and Security Risks in Patient-Facing Medical AI
May 1, 2026Alfredo Madrid-García, Miguel RujasChatbots Privacy
Escuela Técnica Superior de Ingenieros de Telecomunicación Universidad Politécnica de Madrid Avenida Complutense, 30, Madrid, 28040, Spain
Interactive Inverse Reinforcement Learning of Interaction Scenarios via Bi-level Optimization
May 1, 2026Yue Mao, Shicheng Liu, Siyuan Xu +1Offline Reinforcement Learning Reward Functions
Department of Mechanical Engineering, Pennsylvania State University · Department of Electrical Engineering, Pennsylvania State University
Pedagogical Promise and Peril of AI: A Text Mining Analysis of ChatGPT Research Discussions in Programming Education
May 1, 2026Juvy C. Grume, John Paul P. Miranda, Aileen P. De Leon +6Pedagogical Frameworks Generative Artificial Intelligence
Pampanga State University, Pampanga, Philippines
OmniRobotHome: A Multi-Camera Home Platform for Real-Time Human-Robot Interaction
Apr 30, 2026Junyoung Lee, Inhee Lee, Sookwan Han +9Human-Robot Interaction Robot Systems
1Seoul National University · 2RLWRLD
Unpacking Vibe Coding: Help-Seeking Processes in Student-AI Interactions While Programming
Apr 29, 2026Daiana Rinja, Eduardo Araujo Oliveira, Sonsoles López-Pernas +3Ai-Assisted Programming Tasks Vibe Coding
CATALPA, FernUniversität in Hagen, 58097 Hagen, Germany · School of Computing and Information Systems, University of Melbourne, Parkville VIC 3010, Australia · School of Computing, University of Eastern Finland, 80110 Joensuu, Finland
Apriori-based Analysis of Learned Helplessness in Mathematics Tutoring: Behavioral Patterns by Level, Intervention, and Outcome
Apr 29, 2026John Paul P. MirandaProblem Solving Capability Tutors
Pampanga State University, Philippines
DRIVE: Modeling Skills at the Reasoning and Interaction Levels for Web Agents under Continual Learning
Apr 28, 2026Xirui Liu, Sihang Zhou, Yanning Hou +6Web Agents Interaction Data
College of Intelligence Science and Technology, National University of Defense Technology, Changsha, 410073, Hunan, China · College of Computer Science and Technology, National University of Defense Technology, Changsha, 410073, Hunan, China
ESIA: An Energy-Based Spatiotemporal Interaction-Aware Framework for Pedestrian Intention Prediction
Apr 26, 2026Yanping Wu, Meiting Dang, Lin Wu +3Pedestrian Trajectory Prediction Pedestrian
James Watt School of Engineering, University of Glasgow, Glasgow, G12 8QQ, United Kingdom · School of Computing Science, University of Glasgow, Glasgow, G12 8QQ, United Kingdom
OccDirector: Language-Guided Behavior and Interaction Generation in 4D Occupancy Space
Apr 24, 2026Zhuding Liang, Tianyi Yan, Dubing Chen +6Scenario Generation Multi-Agent Simulations
SKL-IOTSC, CIS, University of Macau, Macau, China · Li Auto Inc, Beijing, China
Decoding Text Spans for Efficient and Accurate Named-Entity Recognition
Apr 22, 2026Andrea Maracani, Savas Ozkan, Junyi Zhu +2Named-Entity Recognition Information Extraction
Samsung Research UK, Staines-upon-Thames, United Kingdom
Context: Proactive Goal-Directed Intelligence via Composable Sandboxed Programs, Declarative Wiring, and Structured Interaction
Apr 21, 2026Gregory MagarshakChatbots Interaction Data
Qbix, Inc. & Intercoin, Inc. · New York, USA · Also with IE University NYC.
Achieving Interaction Fluidity in a Wizard-of-Oz Robotic System: A Prototype for Fluid Error-Correction
Apr 21, 2026Carlos Baptista De Lima, Julian Hough, Frank Förster +2Human-Robot Interaction Humanoid Robotics
Swansea University · Swansea, United Kingdom · University of Hertfordshire +1
WebCompass: Towards Multimodal Web Coding Evaluation for Code Language Models
Apr 20, 2026Xinping Lei, Xinyu Che, Junqi Xiong +16Multimodal Evaluation Evaluation Benchmarks
Nanjing University · Kuaishou Technology
Leveraging VR Robot Games to Facilitate Data Collection for Embodied Intelligence Tasks
Apr 18, 2026Yihan Zhang, Ziyun Huang, Linqi YeRobotic Data Acquisition Real-World Manipulation Tasks
School of Computer Engineering and Science, Shanghai University, Shanghai, 200444, China · School of Future Technology, Shanghai University, Shanghai, 200444, China
TabKD: Tabular Knowledge Distillation through Interaction Diversity of Learned Feature Bins
Mar 16, 2026Shovon Niverd Pereira, Krishna Khadka, Yu LeiTabular Data Knowledge Distillation
Department of Computer Science and Engineering, The University of Texas at Arlington
Bilevel Planning with Learned Symbolic Abstractions from Interaction Data
Mar 9, 2026Fatih Dogangun, Burcu Kilic, Serdar Bahar +1Classical Planning Neuro-Symbolic Framework
Department of Computer Engineering, Bogazici University, Istanbul, Türkiye. · Department of Computer Engineering, Middle East Technical University, Ankara, Türkiye.
IDRBench: Benchmarking the Interactive Capabilities of Deep Research Agents
Jan 10, 2026Yingchaojie Feng, Qiang Huang, Xiaoya Xie +4Deep Research Agentic Benchmarks
School of Computing, National University of Singapore · School of Intelligence Science and Engineering, Harbin Institute of Technology (Shenzhen) · Zhejiang University +1
BIFE: Better Interaction, Fewer Errors for Minute-Long Video Generation
Nov 28, 2025Zeyu Zhang, Jinyuan Mao, Shuning Chang +5Long Video Generation Long-Range Coherence
DAMO Academy, Alibaba Group · Zhejiang University · Hupan Lab
Interaction-Aware 4D Gaussian Splatting for Dynamic Hand-Object Interaction Reconstruction
Nov 18, 2025Hao Tian, Chenyangguang Zhang, Rui Liu +2Hand-Object Interaction Detection Dynamic 3D Gaussian Splatting
Chengdu Institute of Computer Applications, Chinese Academy of Sciences, Chengdu, China · PetroChina (Beijing) Digital Intelligence Research Institute Co., Ltd., Beijing, China · University of Chinese Academy of Sciences, Beijing, China +2
Interaction Techniques that Encourage Longer Prompts Can Improve Psychological Ownership when Writing with AI
Jul 4, 2025Nikhita Joshi, Daniel VogelAi-Assisted Writing Writing
Cheriton School of Computer Science University of Waterloo Waterloo, Ontario, Canada · LISN, Université Paris-Saclay, CNRS, Inria

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Acting with AI: An Interaction-Based Framework for Agentic Tort Liability

Yiheng Yao

Stanford University

Production Agentic Systems Agentic Interaction Data Collaboration Single Trajectory

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Agentic AI systems can plan over multiple steps, use tools, and execute tasks over time. When such systems cause harm, tort law struggles to allocate responsibility because the harmful path may be neither fully chosen by the user nor specifically foreseen by the developer. This paper proposes an interaction-based framework for agentic torts, drawing on Michael Bratman's planning theory and on the common law's treatment of human-human concerted action. We distinguish three interaction types: autonomous drift, pure tool use, and collaborative planning. Pure tool cases remain governed by ordinary product-defect and warning doctrines; collaborative planning cases map onto the independent contractor control test, professional malpractice, and negligent misrepresentation; autonomous drift maps onto frolic and detour under respondeat superior and strict product liability. The framework treats the stateful interaction log as the primary evidentiary trace, allowing courts to infer where the human-AI trajectory departed from the authorized undertaking and where liability should attach. We resolve four incident-anchored cases, situate the account alongside strict-liability and insurance-based proposals, note its relationship to regulatory oversight, and propose a ``Reasonable Agent'' standard built around constraint verification, epistemic transparency, runtime grounding, and forensic logging.

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