AI-Driven Explainable Fake News Detection Using Large Language Models, Evidence Retrieval and Source-Aware Reasoning
The rapid growth of digital media has made false and misleading information easier to create and distribute. Earlier fake-news detection systems largely relied on machine-learning classifiers, text vectorisation, and ensemble voting. Recent work has introduced BERT, large language models (LLMs) and retrieval-augmented...