Table of Contents

• Preface
  Summary: There were8 papers submitted for peer-review to this workshop. Out of these,2 were accepted as regular papers and4 as short papers.

• A Deep Learning Framework for Real-time Oil Spill Detection and Classification (regular paper)1-8
  Pranshu Patel,Kedar Desai Rinkal Jain,Chintan Bhatt,Steve Vanlanduit,Alessandro Bruno,Pier Luigi Mazzeo
• GenAI or not GenAI ? Comparing AI methodologies to solve Defect Wafer Map Classification Problem Consciousness (short paper)9-18
  Carla Battiato,Francesco Lanza,Filippo L. M. Milotta,Alessandro Orofino,Rosetta Rizzo
• Free Energy Principle and Active Inference in Neural Language Models(short paper)19-26
  Maria Raffa,Alessandro Acciai
• Can AI Mimic Human Visual Attention to Assess E-commerce Landing Page Engagement? (regular paper)27-40
  Lisa Colombo,Alessandro Bruno
• Health Misinformation Detection: A Chunking Strategy Integrated to Retrieval-Augmented Generation (short paper)41-48
  Walid Taib,Idriss Saadallah,Abdelali Ichou,Abderrahmene Hamdi,Alessandro Bruno,Pier Luigi Mazzeo,Aladine Chetouani,Marouane Tliba,Mohamed Amine Kerkouri
• Social Sentience in Neural Language Models (short paper)49-55
  Alessandro Acciai,Pietro Perconti,Alessio Plebe