Who Keeps the Gains from Personal AI Assistants? Seller Adaptation and the Unassisted in a Language-Model Market Simulation
cs.MA, cs.AI, econ.GN, q-fin.EC
Submitted: 2026-10-05
Updated: 2026-10-05
Terminology
Sources
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- Competitive Market Behavior of LLMs
- Seeing Is Not Perceiving: When Synthetic Consumers Can and Cannot Pretest Visual Marketing
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- When Guardrails Look Effective: Construct Validity Failures in LLM Agent Commerce Evaluation
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