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cs.AI2026
Strategic Algorithmic Monoculture: Experimental Evidence from Coordination Games
Gonzalo Ballestero, Hadi Hosseini, Samarth Khanna +1
AI agents increasingly operate in multi-agent environments where outcomes depend on coordination. We distinguish primary algorithmic monoculture -- baseline action similarity -- fr…
cs.AI2025
Matching Markets Meet LLMs: Algorithmic Reasoning with Ranked Preferences
Hadi Hosseini, Samarth Khanna, Ronak Singh
The rise of Large Language Models (LLMs) has driven progress in reasoning tasks -- from program synthesis to scientific hypothesis generation -- yet their ability to handle ranked…