Imagen de Portada

Galton's Law of Mediocrity: Why Large Language Models Regress to the Mean and Fail at Creativity in Advertising

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Keon, Matt, Karim, Aabid, Lohana, Bhoomika, Karim, Abdul, Nguyen, Thai, Hamilton, Tara, Abbas, Ali
Formato:	Preprint
Publicado:	2025
Materias:	Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Lost in Cultural Translation: Do LLMs Struggle with Math Across Cultural Contexts?
por: Karim, Aabid, et al.
Publicado: (2025)

Sentiment Analysis of State Bank of Pakistan's Monetary Policy Documents and its Impact on Stock Market
por: Karim, Aabid, et al.
Publicado: (2024)

When Intelligence Fails: An Empirical Study on Why LLMs Struggle with Password Cracking
por: Rehman, Mohammad Abdul, et al.
Publicado: (2025)

AI Advertising Affects Consumers' Emotions and Impulsive Buying Behavior
por: Nguyen Thai Duc
Publicado: (2026)

Divergent Creativity in Humans and Large Language Models
por: Bellemare-Pepin, Antoine, et al.
Publicado: (2024)

AMC Oscillation Law in Active Magnetic Cradle Oscillators (Version 1.0, 2025)
por: Karim, Andrew
Publicado: (2025)

Assessing the possible impact of patient’s demographic data on coronavirus symptoms
por: Mustafa Karim Abdul-Husseein
Publicado: (2021)

Evaluation of Circulating miR‐155, miR‐221, miR‐34a, and miR‐143 for Monitoring Tumor Clearance After Surgery in Colorectal Cancer
por: Hersh Abdul Ham‐Karim
Publicado: (2025)

The Topology of Multimodal Fusion: Why Current Architectures Fail at Creative Cognition
por: Tan, Xiujiang
Publicado: (2026)

Conflict, Interdependence, Mediocrity: Librarians and Library Educators.
por: Rayward, W. Boyd
Publicado: (1983)

Cytogenetic Monitoring of Residents Living Near a Petroleum Refinery and Steel Factory in Erbil, Iraq
por: Karim Jalal Karim
Publicado: (2025)

Mediocrity is the key for LLM as a Judge Anchor Selection
por: Don-Yehiya, Shachar, et al.
Publicado: (2026)

Unveiling and Mitigating Bias in Large Language Model Recommendations: A Path to Fairness
por: Das, Anindya Bijoy, et al.
Publicado: (2024)

Fine-tuned Vision Language Model for Localization of Parasitic Eggs in Microscopic Images
por: Sien, Chan Hao, et al.
Publicado: (2026)

X-REFINE: XAI-based RElevance input-Filtering and archItecture fiNe-tuning for channel Estimation
por: Gizzini, Abdul Karim, et al.
Publicado: (2026)

Assessing Large Language Models for Structured Medical Order Extraction
por: Karim, A H M Rezaul, et al.
Publicado: (2025)

A Quantitative Evaluation Framework for Explainable AI in Semantic Segmentation
por: Hammoud, Reem, et al.
Publicado: (2025)

Advertising as a Creative Industry
por: Derda, Izabela
Publicado: (2023)

Large Language Models Transform Organic Synthesis From Reaction Prediction to Automation
por: Tharwani, Kartar Kumar Lohana, et al.
Publicado: (2025)

Multimodal Retrieval-Augmented Generation with Large Language Models for Medical VQA
por: Karim, A H M Rezaul, et al.
Publicado: (2025)

Calling names: Humoring caste and caste‐ing humor
por: Bhoomika Joshi
Publicado: (2024)

A Critical Account of Perturbation Analysis of Markov Chains
por: Abbas, Karim, et al.
Publicado: (2016)

Retrieval-Augmented Large Language Models for Schema-Constrained Clinical Information Extraction
por: Karim, A H M Rezaul, et al.
Publicado: (2026)

Multi Component Dark Matter in a Minimal Model
por: Ghorbani, Karim
Publicado: (2026)

RegMean++: Enhancing Effectiveness and Generalization of Regression Mean for Model Merging
por: Nguyen, The-Hai, et al.
Publicado: (2025)

Leveraging Large Models to Evaluate Novel Content: A Case Study on Advertisement Creativity
por: Hou, Zhaoyi Joey, et al.
Publicado: (2025)

Comparison of gender roles in male and female in patients with borderline personality disorder (BPD) with control group and it’s correlation with severity of clinical symptoms
por: Karim
Publicado: (2019)

Can Large Language Models Challenge CNNs in Medical Image Analysis?
por: Ahmed, Shibbir, et al.
Publicado: (2025)

Multi-stage Large Language Model Correction for Speech Recognition
por: Pu, Jie, et al.
Publicado: (2023)

The Depth Delusion: Why Transformers Should Be Wider, Not Deeper
por: Fahim, Md Muhtasim Munif, et al.
Publicado: (2026)

Bounded Creativity: Understanding the Restrictions on Creative Work in Advertising Agencies
por: Alexandre Anderson Romeiro
Publicado: (2015)

Multi-Object Advertisement Creative Generation
por: Gao, Jialu, et al.
Publicado: (2026)

The Case for Consolidation: Our 19th-Century Model of Governance Is a Formula for Mediocrity
por: Amdursky, Saul
Publicado: (2004)

Unraveling Interwoven Roles of Large Language Models in Authorship Privacy: Obfuscation, Mimicking, and Verification
por: Nguyen, Tuc, et al.
Publicado: (2025)

Distributed Hybrid Parallelism for Large Language Models: Comparative Study and System Design Guide
por: Amer, Hossam, et al.
Publicado: (2026)

Why do Large Language Models Fail in Low-resource Translation? Unraveling the Token Dynamics of Large Language Models for Machine Translation
por: Qian, Shenbin, et al.
Publicado: (2026)

Neural Scaling Laws for Learning-based Identification of Nonlinear Systems
por: Roschkowski, Marco, et al.
Publicado: (2025)

"Stemming the Tide" of Mediocrity: The Academic Library Response [to]"A Nation at Risk."
por: Dougherty, Richard M.
Publicado: (1983)

Gradient Starvation in Binary-Reward GRPO: Why Group-Mean Centering Fails and Why the Simplest Fix Works
por: Nie, Wenhua, et al.
Publicado: (2026)

When Rubrics Fail: Error Enumeration as Reward in Reference-Free RL Post-Training for Virtual Try-On
por: Ikezogwo, Wisdom, et al.
Publicado: (2026)