Shared and structured inputs undermine collective random choice by reasoning AI agents

Takahiro Ezaki, Naoto Imura, Katsuhiro Nishinari

Random selection is widely used in resource allocation and auditing, making reliable implementation essential for AI-agent systems. Behavioural tests across six reasoning models un…