Article

Emergent Numeric Bias in Large Language Models: An Empirical Study on the Anomalous Recurrence of the Number 27 Across Independent Sessions

2025-07-16

Abstract excerpt

<title>Abstract</title> <p>Recent advancements in Large Language Models (LLMs), including OpenAI’s ChatGPT-4, Anthropic’s Claude 3, and Google’s Gemini Pro and Gemini Flash, have demonstrated exceptional linguistic fluency and contextual reasoning. However, certain behavioural patterns—especially those shaped by token distribution biases—remain underexplored. This study investigates a peculiar and reproducible ph...

Topics

Open a Topic to create a Post that cites this publication.

COVID-19 diagnosis using AI

Identifiers and source

Literature Corpus work: c2159bef-5624-5c9e-9e2a-febd3e347017
DOI: 10.21203/rs.3.rs-7128459/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Emergent Numeric Bias in Large Language Models: An Empirical Study on the Anomalous Recurrence of the Number 27 Across Independent SessionsDOI 10.21203/rs.3.rs-7128459/v1Read

Discovering Latent Sycophantic Patterns in LLMs via Distributional Anomaly DetectionSemantic proximity Read

Nonlinear Transformation of Probabilities by Large Language ModelsSemantic proximity Read

Unraveling the Mysteries of AI ChatbotsSemantic proximity Read

Synthetic Participants Generated by Large Language Models: A Systematic Literature ReviewSemantic proximity Read

A Categorical Archive of ChatGPT FailuresSemantic proximity Read

Attention-Head Binding as a Term-Conditioned Mechanistic Marker of Accessibility Concept Emergence in Language ModelsSemantic proximity Read

The Dice Roll Method: A StandardizedProtocol for Measuring Stochastic Bias in Large Language Model OutputSemantic proximity Read

Anchoring Bias in Large Language Models: An Experimental StudySemantic proximity Read

Large language models as linguistic simulators and cognitive models in human researchSemantic proximity Read

ChatGPT vs. Bard: A Comparative StudySemantic proximity Read

Basics of Large Language Models - transformers to LLMsSemantic proximity Read