Individualized Algorithmic Advice as a Strategic Signal on Competitive Markets

arXiv:2511.09454 · cs.HC, cs.AI, cs.CY, cs.GT, econ.GN, q-fin.EC · Submitted 2025-11-12 · Read on arXiv

cs.HC, cs.AI, cs.CY, cs.GT, econ.GN, q-fin.EC

Submitted: 2025-11-12

Updated: 2026-08-31

Terminology

• Nash Equilibrium — 16× in this paper · explained in 2 episodes
• Actor — 4× in this paper · explained in 3 episodes
• Alignment — 3× in this paper · explained in 1 episode
• Adaptation — 2× in this paper · explained in 1 episode
• Cooperation — 2× in this paper · explained in 2 episodes
• Decision-Support Tool — 2× in this paper · explained in 2 episodes
• Hallucination — 2× in this paper · explained in 3 episodes
• Sycophancy — 2× in this paper · explained in 4 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Core — 1× in this paper · explained in 2 episodes
• Foundation Model — 1× in this paper · explained in 3 episodes
• Foundation Models — 1× in this paper · explained in 7 episodes
• Generative AI — 1× in this paper · explained in 2 episodes
• Personalization — 1× in this paper · explained in 2 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes

Sources

• Divergent Creativity in Humans and Large Language Models
• On the Opportunities and Risks of Foundation Models
• Sparks of Artificial General Intelligence: Early experiments with GPT-4
• Metacognitive Myopia in Large Language Models
• Towards Understanding Sycophancy in Language Models
• Hallucination is Inevitable: An Innate Limitation of Large Language Models
• Algorithmic Collusion in Cournot Duopoly Market: Evidence from Experimental Economics

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