Research Paper#Artificial Intelligence, Copyright, Large Language Models🔬 ResearchAnalyzed: Jan 3, 2026 23:57
LVLMs and Copyright: A Compliance Gap
Published:Dec 26, 2025 05:09
•1 min read
•ArXiv
Analysis
This paper addresses a crucial and timely issue: the potential for copyright infringement by Large Vision-Language Models (LVLMs). It highlights the legal and ethical implications of LVLMs generating responses based on copyrighted material. The introduction of a benchmark dataset and a proposed defense framework are significant contributions to addressing this problem. The findings are important for developers and users of LVLMs.
Key Takeaways
- •LVLMs struggle to recognize and respect copyrighted content.
- •A new benchmark dataset was created to evaluate copyright compliance.
- •A tool-augmented defense framework is proposed to mitigate infringement risks.
- •The research emphasizes the need for copyright-aware LVLMs.
Reference
“Even state-of-the-art closed-source LVLMs exhibit significant deficiencies in recognizing and respecting the copyrighted content, even when presented with the copyright notice.”