Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Colorful Bionic: A Zotero Plugin for Enhanced Reading Experience, Especially for ADHD Readers
Published:
I’m excited to introduce Colorful Bionic, a Zotero plugin I developed that implements a colorful bionic reading experience in the Zotero reader. This plugin is particularly helpful for individuals with ADHD, as it can significantly improve reading speed and focus when reading academic papers.
portfolio
publications
Optimizing Business Forecasting through Human-AI Decision Fusion: A Theoretical Framework and Simulation Study
Presented at ICIS 2025, Nashville, USA
This paper formalizes when interaction-generated signals improve human-AI forecasting ensembles and validates an online fusion algorithm in simulation.
An Accountable Control Layer for Compassionate LLM: A Design Science Approach
Preparing for journal submission
This design science study develops an auditable inference-time control layer that detects compassion deficits in LLM counseling responses and applies minimal targeted interventions.
Positive-unlabeled learning without instruments: identified sets for latent-class moments under selected-at-random labeling
Under review at Economics Letters
This paper establishes sharp identified sets for latent-class moments in selected-at-random positive-unlabeled data without valid instruments.
Who Controls the Model? AI Control Rights and Underinvestment
Presented at AOM Annual Meeting 2026, Philadelphia, USA (TIM Division)
This paper shows how allocations of AI access, improvement, exclusivity, and forking rights shape relationship-specific investment incentives and underinvestment across alternative governance regimes.
Dividing Residual Control over AI Learning Assets: Complementary Investment Across Firm Boundaries
Working paper; available on SSRN
This paper models how dividing residual control over cross-client reuse and post-exit continuity shapes complementary investment in customer-specific AI learning assets across firm boundaries.
Hope, Signals, and Silicon: A Game-Theoretic Model of the Pre-Doctoral Academic Labor Market in the Age of AI
Published in Research Policy, 2026
This paper develops a game-theoretic model to analyze the pre-doctoral academic labor market dynamics in the age of AI.
Recommended citation: Wang, S. (2026). "Hope, signals, and silicon: A game-theoretic model of the pre-doctoral academic labor market in the age of AI." Research Policy, 55(8), 105568. https://doi.org/10.1016/j.respol.2026.105568.
talks
Optimizing Business Forecasting through Human-AI Decision Fusion: A Theoretical Framework and Simulation Study
Published:
This talk presents a theoretical framework and simulation study on optimizing business forecasting through human-AI decision fusion. The research explores how to effectively combine human judgment with AI predictions to improve forecasting accuracy and decision-making quality.
teaching
A Short Lecture about Agentic AI
Graduate Course Workshop, J.Mack Robinson College of Business, Georgia State University, 2025
This course provides a comprehensive introduction to Agentic AI, exploring the principles, architectures, and applications of autonomous AI systems that can reason, plan, and act independently.