AI-Assisted Decision Making

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12 papers in the last four weeks, up 140% on the four weeks before. 0.1% of all new papers.

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  1. EnterpriseBench: Benchmarking LLM Agents on Enterprise-Level Strategic Reasoning and Decision-Making

    Sep 29, 2026Min Yang, Yichen Pan, Jinghua Piao +3AI-Assisted Decision MakingLLM Agent Evaluation

    Shandong University · Zhongguancun Academy · Beijing Institute of Technology +1

  2. CredWise: A Controlled Agentic Decision-Intelligence Framework for Explainable and Auditable Credit-Risk Assessment

    Sep 29, 2026Aakash Kumar TiwariAI-Assisted Decision MakingCredit Scoring

    Department of Mathematics, Indian Institute of Technology Kharagpur, Kharagpur 721302, West Bengal, India

  3. Scalable and Data-Driven Decision Support in the Maintenance, Repair, and Overhaul Process

    Sep 27, 2026Houkun Zhu, Helena Ebel, Dominik Scheinert +3AI-Assisted Decision Making

    Technische Universität Berlin, Berlin, Germany · Siemens Energy Global GmbH & Co. KG, Berlin, Germany

  4. Deflecting the Value Compass: Interacting with Large Language Models Temporarily Shifts Human Value Priorities Toward Personal Focus

    Sep 22, 2026Hasibur Rahman, Malak Sadek, Smit DesaiAI-Assisted Decision MakingHuman-AI Decision Making

    Northeastern University, Boston, Massachusetts, USA · Centre for Human-Inspired Artificial Intelligence (CHIA) University of Cambridge, Cambridge, United Kingdom

  5. A Proposal for an Agentic AI Architecture to Support Multi-Domain Decision-Making in the Brazilian Armed Forces

    Sep 17, 2026Gioliano de Oliveira Braga, Sidnei Barbieri, Ágney Lopes Roth Ferraz +2Cognitive Architectures for AI AgentsAI-Assisted Decision Making

    Instituto Tecnológico de Aeronáutica (ITA), São José dos Campos/SP - Brasil

  6. When Hiring Becomes Agent-Mediated: Evaluating Access and Recurrence in Two-Agent Résumé Screening

    Sep 17, 2026Jian Gao, Hang JiangAI-Assisted Decision MakingLLM Agent Evaluation

    Northeastern University Boston, MA, USA

  7. F-DACE: Fuzzy Disagreement-Aware Causal Evidence Fusion for Abstention-Safe Conversational Retail Decision Support

    Sep 16, 2026Sourish DeyAI-Assisted Decision MakingCausal Inference

    Data Science and Machine Learning, Centric Software

  8. Linguistic Triggers of Gender and Racial Bias in Open-Weight LLMs Applied to Recruitment

    Sep 16, 2026Kosuke Kitahara, Nobuhiro YamaguchiGender Bias in Language ModelsAI-Assisted Decision Making

    Recruit Co., Ltd. 1-9-2 Marunouchi Chiyoda-ku, Tokyo 100-6640 Japan

  9. From Ideas to Actions: A Public-Data Decision-Support Toolchain Across the Venture Lifecycle

    Sep 14, 2026Lei QuAI-Assisted Decision Making

    Shanghai Xing Yun Zhi Li AI Institute · Shanghai Xing Yun Zhi Li AI Institute, China · Shanghai Xing Yun Zhi Li AI Institute, Shanghai, China

  10. Agentic Share-of-Search: A Multi-Agent AI System for Competitive Decision-Making in LLM-Mediated E-Commerce

    Sep 12, 2026Spandan Ghose ChowdhuryMulti-Agent LLM SystemsAI-Assisted Decision Making

    College of Computing, Georgia Institute of Technology Atlanta, Georgia, USA

  11. Understanding Operator Attitudes Toward AI-Supported Decision Making in Maritime Operations

    Sep 12, 2026Doreen Jirak, Armeen Saroukanoff, Dirk van RooyAI-Assisted Decision MakingExplainable Artificial Intelligence

    University of Antwerp, Paardenmarkt 94, 2000 Antwerp, Belgium · Antwerp Maritime Academy (AMA), Noordkasteel Oost 6, 2030 Antwerp, Belgium

  12. ERPBench: Evaluating LLM Agents for Enterprise Decision-Making Across Competitive Market Ecologies

    Sep 7, 2026Xinran Zhang, Pengrui Lu, Lyumanshan Ye +1AI-Assisted Decision MakingLLM Agent Evaluation

    1Shanghai Innovation Institute · 2Beijing Institute of Technology · 4GAIR Lab +1

  13. A Mathematical Framework for Legacy, Governance, and Decision Integrity in Enterprise AI

    Sep 1, 2026Shorab SarkerAI-Assisted Decision MakingAI Accountability

    Independent Researcher · The Math Behind Innovation

  14. Designing AI Pipelines for Decision-Ready ITSM Intelligence

    Aug 13, 2026Archan Dutta, Yash Dharmadhikari, Marat Valiullin +2AI-Assisted Decision MakingHuman-Centered AI

    Automation Anywhere

  15. Co-constructing sociotechnical AI governance: participatory system mapping using algorithm registers

    Aug 12, 2026Íñigo de Troya, Maurus Enbergs, Neelke Doorn +1AI-Assisted Decision MakingAlgorithmic Auditing

    TU Delft

  16. GRPO for Financial Advice Generation: Outperforming Commercial LLMs under CATE Evaluation

    Aug 12, 2026Ofir Ben Shoham, Shrutendra Harsola, Vignesh Subrahmaniam +3AI-Assisted Decision MakingLLM-as-a-Judge

    Intuit

  17. Status Association Does Not Reliably Predict Decision Leakage

    Aug 10, 2026Abdullah XAI-Assisted Decision MakingSocial Bias in Language Models

    Project AWARE

  18. When Can Fraud Operations Authorize Automation? A Decision-Support Framework for Fresh Audit Evidence and Review Workload

    Aug 9, 2026Jie DengAI-Assisted Decision MakingAlgorithmic Auditing

    Tongji University, Shanghai, China

  19. Toward a Causal Data Management Ecosystem for Decision Making and Agentic AI

    Aug 7, 2026Dazhuo Qiu, Yingli Zhou, Amedeo Pachera +2AI-Assisted Decision MakingCausal Reasoning

    Lyon 1 University, CNRS Liris Lyon, France

  20. Evaluating Investment Logic in Large Language Models: A Real-World Benchmark Towards Personalzied Financial Agents

    Aug 6, 2026Yuanhong Jiang, Jingjie Zou, Zhenghong Lin +4AI-Assisted Decision MakingLLM Agent Evaluation

  21. ADMITBench: A Safety-Governed Reference Framework for Evaluating the Admissibility of Industrial LLM Advisories

    Aug 4, 2026Yash Misra, Javal Vyas, Siddharth Gutta +1LLM Safety BenchmarksAI-Assisted Decision Making

    Refiant, Inc. · Imperial College London

  22. Enactive Artificial Intelligence: A Decision-Centric Architecture for Complex Systems

    Aug 4, 2026Zuojun Max Shen, Yuan Qu, Pujun Zhang +2AI-Assisted Decision MakingAI Governance

    The University of Hong Kong & OptiMax AI Limited, Hong Kong SAR, China

  23. PredAct-Bench: Benchmarking Tool-Augmented Dialogue under Controlled Tool Noise

    Aug 3, 2026Abdulrahman AlRabah, Xiaocheng Yang, Dilek Hakkani-Tür +1AI Agent ReliabilityAI-Assisted Decision Making

    University of Illinois Urbana-Champaign

  24. AI Strategy: How to Choose What AI Product to Implement

    Jul 26, 2026Foster Provost, Panos IpeirotisAI-Assisted Decision MakingDecision-Making under Uncertainty

    Stern School of Business, New York University

  25. Bounding the Causal Impact of ML-assisted Decision-Making via Counterfactual Correctness

    Jul 23, 2026Jonathan Zhang, Erik Skalnes, Jacob Chen +1AI-Assisted Decision MakingCausal Effect Estimation

    Computer Science Dept., Johns Hopkins University, Baltimore, Maryland, USA

  26. SafeStep: AI-powered Travel Assistance for Elderly People with Frailty or Dementia

    Jul 23, 2026Elderly People with Frailty or Dementia Azul Debenedetti, David Gamez, Franco Such +1AI-Assisted Decision MakingHuman-Centered AI

    Department of Computer Science, Middlesex University, London, UK · Fountech AI Limited, Evripidou 12A, Agia Zoni, 3031 Limassol, Cyprus

  27. Mitigating Fabrication in Multi-Stage LLM Pipelines for Hiring: An Empirical Evaluation of Prompt Guardrails and Human-in-the-Loop Checkpoints

    Jul 22, 2026Hiroko TakanoAI-Assisted Decision MakingLLM Hallucination Mitigation

    Lemmanode LLC

  28. TRUST-ESD: A Risk-Calibrated and Governance-Aware AI Framework for Enterprise Strategic Decision Support Under Uncertainty

    Jul 22, 2026Tian Qiu, Li Yan, Mahabubur Rahman Miraj +3AI-Assisted Decision MakingExplainable Artificial Intelligence

    School of Economics and Management, Xinyu University, Xinyu, China · College of Computer Science, Chongqing University, Chongqing, China · School of Economics and Business Administration, Chongqing University +2

  29. FST.ai 2.5: Explainable and Uncertainty-Aware AI for Olympic and Para-Taekwondo Decision Support, Athlete Digital Twins, and Federation-Scale Analytics

    Jul 18, 2026Keivan Shariatmadar, Ahmad Osman, Ramin ReyAI-Assisted Decision MakingExplainable Artificial Intelligence

    AutomaTiQ Research Group, htw saar University of Applied Sciences and Fraunhofer IZFP, Saarbrücken, Germany · 2Sport Director, Austrian Taekwondo Union (ATU)

  30. How Formerly Incarcerated People Envision Technologies for Prison Parole

    Jul 17, 2026Saiph Savage, Jesse Nava, Wanqing Iris Zhou +1AI-Assisted Decision MakingHuman-Centered AI

    Northeastern University, USA · San Diego State University (SDSU), USA · Brandeis University, USA

  31. AI advice suppresses people's willingness to say "I don't know", even when the advice is wrong and accuracy is incentivized

    Jul 15, 2026Chiara Marcoccia, Walter Quattrociocchi, Valerio CapraroAI-Assisted Decision MakingHuman-AI Decision Making

    Ecole Normale Supérieure, Paris, France · University of Rome “La Sapienza”, Rome, Italy · University of Milan-Bicocca, Milan, Italy

  32. Vertical Standardisation for High-Risk AI Systems under the EU AI Act: A Domain-Specific Framework for Algorithmic Hiring

    Jul 14, 2026Anna Gatzioura, Vrettos Moulos, Nina BaranowskaAI-Assisted Decision MakingAlgorithmic Fairness

    University Pompeu Fabra, Barcelona, Spain · University of Piraeus, Piraeus, Greece · Leiden University, Leiden, Netherlands

  33. Trustworthy synthetic data for campaign decision support: strategy simulation fidelity and the PolicySynth framework

    Jul 13, 2026Tung Dang, The Hung Phung, Son Lam Nguyen +1AI-Assisted Decision MakingSynthetic Data Generation

    aGraduate School of Science, The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, 113-0033, Japan · bFaculty of Human Resource Management, Trade Union University, 169 Tay Son, Kim Lien, Hanoi, Vietnam · cInstitute for Business Management Development, Academy Of Finance, 58 Le Van Hien Street, Dong Ngac Ward, Hanoi, Vietnam +1

  34. From Patent Expiry to Business Pathways: AI Workflows for Activating Innovation Archives

    Jul 11, 2026Sidney Shapiro, Mark PriceAI-Assisted Decision Making

    Dhillon School of Business, University of Lethbridge · Opus College of Business, University of St. Thomas

  35. Augmenting Fundamental Analysis with Large Language Models: A RAG-Based System for Generating Investor Briefs

    Jul 10, 2026Bartosz Ziółko, Kacper DobrzeniewskiAI-Assisted Decision MakingFinance

    Faculty of Computer Science, AGH University of Krakow, Poland

  36. Agentic AI and Retrieval-Augmented Models in Straight-Through Underwriting

    Jul 8, 2026Robert Richardson, Josh Meyers, Brian Hartman +1Multi-Agent LLM SystemsAI-Assisted Decision Making

    Brigham Young University

  37. AI-integrated models for assessing agricultural resilience

    Jul 8, 2026Joshua R. Waite, Dana Golden, Brett Indelicato +8AI-Assisted Decision Making

    Translational AI Center, Iowa State University, Ames, IA, USA. · Department of Economics, Stony Brook University, Stony Brook, NY, USA. · Department of Food and Resource Economics, University of Florida, Gainesville, FL, USA. +4

  38. Beyond Accuracy: How Humans Evaluate Legally Correct but Socially Controversial Legal Advice from Machines

    Jul 6, 2026Benjamin Minhao Chen, Zhiyu LiAI-Assisted Decision MakingLegal QA

    a Associate Professor, Faculty of Law, University of Hong Kong · b Associate Professor in Law and Policy, Durham Law School, Durham University

  39. Abductive Corroboration of Probabilistic AI Models for Forensic Synthetic Media Detection

    Jul 3, 2026Junade AliAI-Assisted Decision MakingAbductive Reasoning

    The Alan Turing Institute Defence and National Security Programme London, United Kingdom

  40. Agri-SAGE: Simulation-Grounded Multi-Agent LLM for Context-Aware Agricultural Advisory Generation

    Jul 1, 2026Vedant Balasubramaniam, Geetha Charan, Manojkumar Patil +4Multi-Agent LLM SystemsAI-Assisted Decision Making

    Indian Institute of Science, Bengaluru · BNM Institute of Technology, Bengaluru

  41. CLOUDADV: Decision-Aligned Instance Sizing with Zero-Shot Foundation Models under Drift

    Jun 30, 2026Jack Bell, Giacomo Carfi, Gerlando Gramaglia +3AI-Assisted Decision MakingCloud Computing

    Department of Computer Science University of Pisa Pisa, Italy · Independent Researcher Sintra Consulting Limited Arezzo, Italy · Department of AI, Data and Decision Science Luiss University Rome, Italy

  42. From Materials Database to Materials Bank: Assetizing Data for AI Driven Materials Innovation

    Jun 30, 2026Chenyao Ma, Di Zhang, Weibo Gong +9AI-Assisted Decision MakingMaterials Science

    Suzhou MatSource Technology Co., Ltd., Suzhou 215000, Jiangsu, China. · Advanced Institute for Materials Research (WPI-AIMR), Tohoku University, Sendai 980-8577, Japan · Frontier Research Institute for Interdisciplinary Sciences (FRIS), Tohoku University, Sendai, 980-8577, Japan +2

  43. Towards Explainable Adjudicative Variance: Quantifying Judicial Discretion via Gated Multi-Task Learning

    Jun 25, 2026Stanisław Sójka, Felix Steffek, Matthias GrabmairLegal NLPAI-Assisted Decision Making

    School of Computation, Information, and Technology, Technical University of Munich, Germany · Faculty of Law, University of Cambridge

  44. VADAOrchestra: Neurosymbolic Orchestration of Adaptive Reasoning Workflows

    Jun 21, 2026Teodoro Baldazzi, Luigi Bellomarini, Andrea Coletta +4AI-Assisted Decision MakingLLM Agent Orchestration

    TU Wien · Banca d’Italia · University of Warwick

  45. Gender Bias in LLM Hiring Decisions: Evidence from a Japanese Context and Evaluation of Mitigation Strategies

    Jun 17, 2026Serena A. Hoffstedde, Machiko Hirota, Akshara Nadayanur Sathis Kanna +4Gender Bias in Language ModelsAI-Assisted Decision Making

    Shibaura Institute of Technology, Tokyo, Japan · Amsterdam University of Applied Sciences, Amsterdam, Netherlands · University of Pennsylvania, Philadelphia, USA +2

  46. Optimising Temporary Accommodation Placement Across London with AI-Powered SaaS in E-Governance Systems

    Jun 15, 2026Hankun He, Jordan Richards, Gopalakrishnan Netuveli +5AI-Assisted Decision MakingAI Governance

    UK Centre for AI in the Public Sector, London, United Kingdom · Institute for Connected Communities, University of East London, London E15 4LZ, United Kingdom · University of East London, London E15 4LZ, United Kingdom +1

  47. The Silent Cost of Artificial Intelligence Assistance: A Theory of Autonomy Surrender, the Recovery Mechanism, and the Restoration of Human Agency

    Jun 11, 2026Ancuta Margondai, Julie Rader, Emma Rader +2AI-Assisted Decision MakingHuman-AI Decision Making

    Department of Modeling and Simulation University of Central Florida

  48. SpheriCity: Designing Trustworthy Conversational AI for Sustainability Decision Support

    Jun 11, 2026Ahmed Qayyum, Madison Werner, Kathryn Youngblood +2AI-Assisted Decision MakingData Provenance

    Department of Computer Science, Colby College Waterville, Maine, USA · Circularity Informatics Lab, University of Georgia Athens, Georgia, USA

  49. TwinBI: An Agentic Digital Twin for Efficient Augmented Interactions with Business Intelligence Dashboards

    Jun 11, 2026Jisoo Jang Wen-Syan LiAI-Assisted Decision MakingLLM Agents

    Graduate School of Data Science, Seoul National University

  50. "Is This Not Enough?": Asymmetries in Institutional Accountability and Collective Sensemaking in the Case of Canada's Algorithmic Visa Triage System

    Jun 11, 2026Dipto Das, Matthew Tamura, Syed Ishtiaque Ahmed +1AI-Assisted Decision MakingAlgorithmic Auditing

    Department of Computer Science University of Toronto Toronto, Ontario, Canada · Faculty of Information University of Toronto Toronto, Ontario, Canada

  51. A Bayesian Network Approach for Enhancing Security-Focused Decision Support Systems

    Jun 9, 2026Carolina Fernández-Martínez, Shuaib Siddiqui, Vanesa DazaAI-Assisted Decision MakingCybersecurity

    Department of Cybersecurity, i2CAT Foundation, 08034 Barcelona, Spain · Department of Information and Communication Technologies, Universitat Pompeu Fabra, 08018 Barcelona, Spain

  52. Predictive Assistance and the Temporal Dynamics of Exploratory Compression

    Jun 8, 2026Balaraju BattuDynamical SystemsComputational Cognitive Modeling

    European University Institute, Florence, Italy · New York University Abu Dhabi, UAE

  53. AI Scientists Are Only as Good as Their Evidence: A Stratified Ablation of Proprietary Data and Reasoning Skills in Drug-Asset Valuation

    Jun 8, 2026Yinan WangAI for ScienceAI-Assisted Decision Making

    Noah AI Research

  54. Public Machine Learning Solver Framework for Novices in the Machine Learning Domain

    Jun 6, 2026Lokman Saleh, Hafedh Mili, Mounir BoukadoumAI-Assisted Decision MakingAutomated Machine Learning

    LATECE Lab, Universit´e du Qu´ebec `a Montr´eal, Montr´eal, Canada

  55. AI Assistance for Human Review of Default Judgments

    Jun 4, 2026Theodora Worledge, Othman Bensouda Koraichi, Daniel Bernal +4AI-Assisted Decision MakingHuman-in-the-Loop AI

    1Stanford Computer Science, Stanford University · 2Deborah L. Rhode Center, Stanford Law School · University of Chicago Law School +1

  56. Large Language Models in Transportation Systems Management and Operations: From Text Reasoning to Multi-modal Decision Support

    May 31, 2026Siyan Li, Zehao Wang, Jiachen Li +3AI-Assisted Decision MakingIntelligent Transportation Systems

    Bourns College of Engineering, Center for Environmental Research and Technology, University of California at Riverside, CA, USA · Bourns College of Engineering, Computer Science and Engineering Department, University of California at Riverside, CA, USA · Bourns College of Engineering, Electrical and Computer Engineering Department, University of California at Riverside, CA, USA

  57. On Wednesdays, We Ask Questions: Optimizing "Active Listening" in Automated Legal Triage and Referral

    May 29, 2026Quinten Steenhuis, Jacqueline HarveyLegal NLPAI-Assisted Decision Making

    Suffolk University Law School Boston, United States of America

  58. Neither Replacement nor Panacea: Comparing LLM-Based Conversational and Graphical Decision Support in Industrial Tasks

    May 29, 2026Roberto Figliè, Simone Caputo, Alan Serrano +3AI-Assisted Decision MakingHuman-AI Interaction

    Department of Computer Science, University of Pisa, Pisa, Italy · Department of Computer Science, Brunel University of London, Uxbridge, United Kingdom

  59. Comparing LLM-Based Conversational and Graphical Interfaces for Industrial Decision Tasks: An Exploratory Mixed-Methods Study

    May 29, 2026Roberto Figliè, Simone Caputo, Alan Serrano +2AI-Assisted Decision MakingHuman-AI Interaction

    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

  60. The Cases LJP Never Sees: Prosecution Decision Prediction for More Complete Criminal Liability Assessment

    May 27, 2026Junyu Lu, Qi Wei, Peishuo Zheng +6AI-Assisted Decision MakingLegal Reasoning

    1Beijing Institute of Technology, Zhuhai · 2Osaka University · 3Xi’an University of Technology +2