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The Second Workshop On

WAICI 2026 at NYU Stern: Workshop on AI and the Future of Collaborative Innovation

2026 Theme: Agents, Productivity, and the Future Workforce

WAICI 2026 Program

WAICI 2026, the second Workshop on AI and the Future of Collaborative Innovation, took place at NYU Stern School of Business (Kaufman Management Center, 44 West 4th Street, New York) on October 1–2, 2026. The 2026 theme was Agents, Productivity, and the Future Workforce.

Program as a Google Doc

Day 1 · Thursday, October 1, 2026

9:00 AM
– 3:00 PM
Junior Faculty Consortium (invited participants and mentors only). Participants and papersAbbe-Bogen Faculty Lounge (KMC 11-185) and Cantor Boardroom (11th Floor)
3:00 PM
Arrival and check-in for all attendees. Poster setup begins.Cantor Boardroom (11th Floor)
3:15 PM
– 4:15 PM
Plenary Panel 1: How to think about publication in this brave new world?
Panelists: Ravi Bapna (SCU Leavey), Gordon Burtch (BU Questrom), Olivia Sheng (ASU W. P. Carey)
Moderator: Arun Sundararajan (NYU Stern)Cantor Boardroom (11th Floor)
4:30 PM
– 5:15 PM
Plenary Short Presentations (5 minutes each). Presenting authors in bold.
  1. Latent Communication in Adversarial Negotiation: Structural Alignment, Not Content TransmissionHuaqin Zhao, Yiwei Li, Yifan Zhou, Tianming Liu, Peiyan Yu (UGA)
  2. When Social AI Agents Help or Hurt: Dual Agency and Goal Incongruence in Influencer PlatformsXiang (Shawn) Wan (University of Houston); Allen Li (University of Wisconsin–Madison); Ying Ji and Chaoyue Gao (University of Science and Technology of China)
  3. Opening the Black Box of Human-AI Innovation: Generation, Selection, and the Role of TeamsCharles Ayoubi (ESSEC), Fabrizio Dell'Acqua (HBS), Karim Lakhani (HBS)
  4. Governing Human Judgment for Calibrated Reliance in Human-AI Collaboration: An Assemblage PerspectiveThomas E. Ware III (Pittsburgh) and Aaron Baird (Colorado State University)
  5. AI Adoption and Productivity in HealthcareErkmen Aslim (U Vermont), Manuel Hoffmann (UC Irvine), Haonan Yin (UC Irvine)
  6. AI Exposure and Organizational StructureGuohou Shan (NEU DMSB), Feng Zhu (HBS)
  7. The Evolving Teams Behind AI DelegationJingyi Sun (Stevens Institute of Technology)
  8. Who Wins When AI Creates? AI Content Agents and the Economics of CreationJiali Zhou (AU Kogod), Xin Weng (Fuzhou University)
5:15 PM
– 6:30 PM
Opening Reception and Poster Session: networking, food, and drinksCantor Boardroom (11th Floor)

Day 2 · Friday, October 2, 2026

8:00 AM
– 9:00 AM
Light BreakfastCantor Boardroom (11th Floor)
8:30 AM
– 8:55 AM
Plenary Short Presentations (5 minutes each)
  1. Negotiate with AI: SVO, Fairness, and Negotiation EngagementBixiang Han (SIT), Bei Yan (SIT)
  2. GENI: GenAI-Assisted Causal Inference for Latent Content Attributes with Emotional Language in Digital HeadlinesXinyue Zhao (Temple University), Xueming Luo (Temple University)
  3. The Impact of AI Companions on Mobility Patterns: Evidence from Character AIYuxin Geng (UMN), Jason Chan (UMN)
  4. From Words to Faces: Multimodal Trust Cues and Property Demand in the Sharing EconomyFan Feng (Baruch College), Chaoqun Deng (Baruch College)
  5. From Visible Opinions to Strategic Disclosure: AI-Enabled Market Analytics and Higher-Order Beliefs in Digital Investment PlatformsYutong Zhang (University of Colorado Boulder), Lan Sang (University of Colorado Boulder)
9:00 AM
– 10:15 AM
Plenary Panel 2: The Applied Economist’s Playbook - AI, Markets, and Policy Beyond Academia
Panelists: Anindya Ghose (NYU Stern), Sonia Jaffe (Microsoft), Beibei Li (CMU Heinz)
Moderator: Raveesh Mayya (NYU Stern)Cantor Boardroom (11th Floor)
10:15 AM
– 10:30 AM
Break
10:30 AM
– 11:45 AM
Parallel Sessions I (4th Floor)15 minutes per talk plus 3 minutes of Q&A. Presenting authors in bold.

GenAI and Labor Reorganization · Room 4-80

  • 10:30Generative AI and the Reorganization of Labor DemandFangyan Wang (Purdue), Zaiyan Wei (Purdue), Yang Wang (Purdue)
  • 10:48How Generative AI Reorganizes Knowledge WorkXueming Luo (Temple University), Jason Miao (Hong Kong Polytechnic University), K. Sudhir (Yale School of Management)
  • 11:06Artificial Intelligence and Workforce Skill DevelopmentArvind Karunakaran (Stanford), Roshni Raveendhran (University of Virginia), Tami Kim (Dartmouth)
  • 11:24The Impact of Generative AI on Skill DemandSojung Yoon (University of Minnesota), Wen Wen (University of Texas, Austin), Zixi Lei (University of Texas, Austin), Jason Chan (University of Minnesota)

Decision Making with AI · Room 4-90

  • 10:30The Prediction Trap: Humans Prefer Algorithms That Predict Well To Algorithms That Perform WellMatthew DosSantos DiSorbo (HBS), Kris Johnson Ferreira (HBS)
  • 10:48The Democratization Paradox: Evaluating Generative AI's Analytical Competence in Retail InvestingZonghao Yang (Stevens), Qian Pan (Stevens), Zhenyu Cui (Stevens)
  • 11:06The Phantom AI: Expert Decision-Making in AI-Deprived ContextsYanina Lebed-Malul (TAU), Yael Inbar (TAU), Lior Zalmanson (TAU)
  • 11:24Metacognitive AI and Peer Information in Collective DecisionsCharlie Cheng (UMD), Eaman Jahani (UMD), Siva Viswanathan (UMD)

AI Agents in Operations · Room 4-120

  • 10:30AI Agents for Inventory Control: Human-LLM-OR ComplementarityJackie Baek (NYU Stern), Yaopeng Fu (Columbia), Will Ma (Columbia), Tianyi Peng (Columbia)
  • 10:48Scaling the Returns to Automation: Algorithms, Robots and Organizational LearningDogukan Yilmaz (INSEAD), Christian Peukert (HEC Lausanne)
  • 11:06Designing Theory-Based Agents for Agentic CommerceDean Elron (Tel Aviv University), Oliver Hinz (Goethe University Frankfurt), Maximilian Lowin (Goethe University Frankfurt), Shachar Reichman (Tel Aviv University), Moritz von Zahn (Goethe University Frankfurt)
  • 11:24When LLM Agents Negotiate: Private Information and Dynamic Bargaining in Supply ChainsChen Liang (UConn), Fasheng Xu (UConn)
11:45 AM
– 12:45 PM
LunchCantor Boardroom (11th Floor)
12:45 PM
– 2:00 PM
Plenary Panel 3: Future of AI and Innovation Research
Panelists: Vasant Dhar (NYU Stern), Inbal Yahav (TAU Coller), Ahmed Abbasi (Notre Dame)
Moderator: Gal Oestreicher-Singer (TAU Coller)Cantor Boardroom (11th Floor)
2:00 PM
– 2:15 PM
Break
2:15 PM
– 3:30 PM
Parallel Sessions II (4th Floor)15 minutes per talk plus 3 minutes of Q&A. Presenting authors in bold.

Agents in Online Communities · Room 4-80

  • 2:15Do Agents Repair When Challenged -- or Just Reply? Challenge, Repair, and Public Correction in a Deployed Agent ForumLuyang Zhang (CMU), Yi-Yun Chu (CMU/McGill), Jialu Wang (UC Santa Cruz), Beibei Li (CMU), Ramayya Krishnan (CMU)
  • 2:33Same Structure, Different Trajectories: Community Dissolution on an AI Agent Social PlatformShichao Jia (Stevens Institute of Technology)
  • 2:51Can AI agents improve Online Discourse Quality and Representation?Ishita Chakraborty (UW-Madison), Xingjian You (UW-Madison), Shrabastee Banerjee (Tilburg)
  • 3:09When AI Streamers Build or Break Live Streaming Communities: The Roles of Anthropomorphism, AI Efficacy, and Sense of CommunityYuqian Liu (Baruch College), Chaoqun Deng (Baruch College)

Gen. and Algorithmic AI in Marketing · Room 4-90

  • 2:15Tell Me the Truth: Conjoint Analysis in the LLM EraRuben R Salas (Wharton), Kartik Hosanagar (Wharton)
  • 2:33Algorithm or Creative? A Three-Arm Experimental Design for Decomposing Algorithmic Bias in Platform A/B TestsPallavi Pal (Stevens), Anjana Susarla (Eli Broad College of Business, Michigan State University)
  • 2:51Judging a Cover by its Book: A Deep Learning Approach for Understanding and Enhancing Media Cover SuccessYijing Xu (UW-Madison), Remi Daviet (INSEAD)
  • 3:09Tuning towards Fairness: Conditional Disentangled Image GenerationYi Gan (GT Scheller), Pan Li (GT Scheller), Jie Xu (Jiaxing University), D.J. Wu (GT Scheller), Min Ding (PSU Smeal)

Signal Integrity under AI · Room 4-120

  • 2:15Just Be Human – Cognitive Bias-based Modelling to Distinguish Humans from LLMsRotem Dgani (TAU), Tomer Geva (TAU), Ariel Goldstein (Cambridge University and the Hebrew University of Jerusalem)
  • 2:33Correcting Toward the Wrong Target: LLM-Annotated Regressors Under Noisy Human BenchmarksGijs Overgoor (SMU), Samsun Knight (University of Toronto - Rotman), Yakov Bart (Northeastern)
  • 2:51Signal Compression and Adaptive Questioning in AI-Mediated InterviewsGili Rusak (Harvard), John J. Horton (MIT Sloan School of Management)
  • 3:09Collusion in the Cards: AI Detection and Explanation with LLMsKan Xu (ASU Carey), Xu Wang (Peking University)
3:30 PM
– 4:00 PM
Coffee BreakRoom 4-60 (4th Floor)
4:00 PM
– 4:54 PM
Parallel Sessions III (4th Floor)15 minutes per talk plus 3 minutes of Q&A. Presenting authors in bold.

AI and Platform Markets · Room 4-80

  • 4:00Generative AI Search on Content Creation Platform: Evidence from a Large-Scale Field ExperimentHongxian Huang (NYU Stern), Jinglong Zhang, Jason Chan (UMN Carlson), Anindya Ghose (NYU Stern)
  • 4:18Two-Sided Effects of Content Cost Restrictions in AI Model Marketplaces: Evidence from CivitaiXiaoxiao Wang (Temple Fox), Jinyang Zheng (Rochester Simon), Sunil Wattal (Temple Fox), Subodha Kumar (Temple Fox)
  • 4:36When Search Stops Sending Traffic: The Impact of Google AI Overviews on Organic Traffic Monetization in E-CommerceQiwei Han (Nova SBE), Yufei Shen (Nova SBE), Maximilian Kaiser (Hamburg)

Agentic Markets and Restructuring · Room 4-90

  • 4:00GenAI for All? Unequal Impacts on Women in STEM EntrepreneurshipBowen Lou (USC Marshall), Jiayi Bao (TAMU Mays), Hongshen Sun (MIT)
  • 4:18Breaking AI Collusion with Consumer AICharlie Cheng (UMD), Manmohan Aseri (UMD)
  • 4:36Strategic Response of News Publishers to Generative AIHangcheng Zhao (Rutgers), Ron Berman (University of Pennsylvania)

Productivity and Uneven Gains from AI · Room 4-120

  • 4:00When AI Supports Emotionally Demanding Service Work: Experimental Evidence from Customer Service InteractionsLei Wang (IU), Hanyi Min (UIUC), Veda Duddu (UIUC), Koustuv Saha (UIUC), Vedant Das Swain (NYU)
  • 4:18AI-Augmented Green Jobs and Corporate Climate Performance: Evidence from U.S. Firms and FacilitiesChengxin Cao (Baruch College), Ling Xue (University of Georgia), Gautam Ray (University of Minnesota)
  • 4:36Meeting Arturito and Robotina: Evidence of Performance-Accessibility Tradeoffs from Robotic Digital GuidanceSofía Calderón (Notre Dame), Ahmed Abbasi (Notre Dame), Ken Kelley (Notre Dame)
5:10 PM
– 5:40 PM
Closing Plenary Short Presentations (5 minutes each)
  1. Generative AI Content Governance and Market Outcomes: Evidence from Food Delivery PlatformsJingwei Dai (CMU Heinz), Beibei Li (CMU Heinz), Rahul Telang (CMU Heinz)
  2. Beyond Automation: Calibrated Centaur Judgment in Human-AI EvaluationKejia Hu (Oxford), Bowen Lou (USC), Mengwei Qu (UConn)
  3. When LLMs Hurt More than Help: Understanding Decision Failures Under AI AssistanceJessica Shi (NYU Stern), Divya Singhvi (NYU Stern), Somya Singhvi (USC Marshall)
  4. Specialization Trade-Offs in a General-Purpose Technology: The case of Open Foundation Models’ Ecosystems.Mostafa Khoshbash (UC Santa Barbara), Mary Tripsas (UC Santa Barbara)
  5. Shielding Without Search: Covert AI Agents and Personalized Pricing on Hybrid MarketplacesNipun Thakurele (NYU Stern)
Cantor Boardroom (11th Floor)
5:40 PM
Closing Remarks