3 papers
cs.CY2026
Navigating Epistemic Monocultures in AI-Driven Science: A Simulation Study
Sina Fazelpour, Joseph O'Brien, Hannah Rubin
AI integration into scientific communities promises accelerated discovery but raises concerns about detrimental homogenization. We develop an NK landscape model to explore these pr…
cs.CY2025
The Value of Disagreement in AI Design, Evaluation, and Alignment
Sina Fazelpour, Will Fleisher
Disagreements are widespread across the design, evaluation, and alignment pipelines of artificial intelligence (AI) systems. Yet, standard practices in AI development often obscure…
cs.CY2025
Aspirational Affordances of AI
Sina Fazelpour, Meica Magnani
As artificial intelligence (AI) systems increasingly permeate processes of cultural and epistemic production, there are growing concerns about how their outputs may confine individ…