AI-Assisted Decision Making

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12 papers in the last four weeks, up 100% on the four weeks before. 0.1% of all new papers.

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  1. 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

  2. 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

  3. 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)

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. "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

  25. 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

  26. 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

  27. 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

  28. 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

  29. 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

  30. 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