9 papers
Anchorless Diversification for Parallel LLM Ideation
Fares Nabil Ibrahim, Nafis Saami Azad, Raiyan Abdul Baten
LLMs are increasingly used to generate candidate-idea pools for creative tasks where broad exploration is valuable. Parallel inference can be attractive in this setting when it bro…
Ex Ante Evaluation of AI-Induced Idea Diversity Collapse
Nafis Saami Azad, Raiyan Abdul Baten
Creative AI systems are typically evaluated at the level of individual utility, yet creative outputs are consumed in populations: an idea loses value when many others produce simil…
Beginner's Charm: Beginner-Heavy Teams Are Associated With High Scientific Disruption
Mahdee Mushfique Kamal, Raiyan Abdul Baten
Teams now drive most scientific advances, yet the impact of absolute beginners -- authors with no prior publications -- remains understudied. Analyzing over 29 million articles pub…
General Intellectual Humility Is Malleable Through AI-Mediated Reflective Dialogue
Mohammad Ratul Mahjabin, Raiyan Abdul Baten
General intellectual humility (GIH) -- the recognition that one's beliefs may be fallible and revisable -- is associated with improved reasoning, learning, and social discourse, ye…
Strategic Adaptation Under Contextual Change: Insights from a Dyadic Negotiation Testbed for AI Coaching Technologies
Mobasshira Akter Urmi, Raiyan Abdul Baten
Strategic adaptation -- the ability to adjust interaction behavior in response to changing constraints and leverage -- is a central goal of negotiation training and an emerging tar…
From semantic memory to collective creativity: A generative cognitive foundation for social creativity models
Mirza Nayeem Ahmed, Raiyan Abdul Baten
Simulation-based theory development has yielded powerful insights into collective performance by linking social structure to emergent outcomes, yet it has struggled to extend to co…