Deepfake Lab
3 January 31, 2026

Industrialized Deception: The Collateral Effects of LLM-Generated Misinformation on Digital Ecosystems

Evidence Level
2/5

How much verified proof exists for this claim

One strong evidence source: arxiv

Mystery Factor
3/5

How intriguing or unexplained this claim is

The claim involves active investigation into the evolving threat landscape of AI-generated misinformation, with multiple competing theories about its impact and practical countermeasures, but it is grounded in ongoing research and development efforts.

Generative AI and misinformation research has evolved since our 2024 survey. This paper presents an updated perspective, transitioning from literature review to practical countermeasures. We report on changes in the threat landscape, including improved AI-generated content through Large Language Models (LLMs) and multimodal systems. Central to this work are our practical contributions: JudgeGPT, a platform for evaluating human perception of AI-generated news, and RogueGPT, a controlled stimul...

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