AI-Powered News De-biasing

AI-Powered News De-biasing

Using LLMs to detect and neutralize bias in media coverage

This research introduces an innovative AI framework that leverages various large language models to identify and mitigate bias in news articles, addressing a critical challenge in information integrity.

  • Systematically evaluates six different LLMs (GPT-4o, GPT-4o Mini, Gemini Pro, Gemini Flash, Llama 8B, and Llama 3B) for bias detection performance
  • Provides an automated pipeline to neutralize biased content while preserving factual information
  • Demonstrates significant improvement over traditional human moderation in terms of scalability and objectivity
  • Particularly effective for security-related news coverage of crime and societal issues

For security professionals, this research offers a practical tool to ensure more balanced information consumption and distribution, potentially reducing polarization in security discourse and improving public trust in reporting.

Neutralizing the Narrative: AI-Powered Debiasing of Online News Articles

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