AIIC AI Intelligence Centre

SOURCE-LINKED INTELLIGENCE

For Your Eyes Only: Evaluating Coordination Between Isolated Language Model Instances

arXiv · AI, language, vision and robotics · article · Sep 16, 2026 · UTC

As model-generated content is increasingly consumed by other model instances in automated workflows, a practically important question arises: can a model embed a signal in natural language that an independent instance of the same model can detect, relying only on shared pre-training and task instructions, without any shared memory or coordination-specific training? We introduce For Your Eyes Only, a cooperative signalling game designed to evaluate this directly. A Sender produces free-form descriptions for two words, one of which is a hidden target; an isolated Receiver must identify it. We ev

Read original source ↗ Open in workspace

recordType
paper
region
Global

Evidence & attribution

First collected: 2026-09-19T20:26:32.566Z. This is not the publication date.