Itinai.com httpss.mj.runmrqch2uvtvo professional workspace pe c86e83f3 63d6 460a a151 86001786778b 3
Itinai.com httpss.mj.runmrqch2uvtvo professional workspace pe c86e83f3 63d6 460a a151 86001786778b 3

Balancing Innovation and Rights: A Cooperative Game Theory Approach to Copyright Management in Generative AI Technologies

Balancing Innovation and Rights: A Cooperative Game Theory Approach to Copyright Management in Generative AI Technologies

The Impact of Generative AI on Copyright Challenges

The advent of generative artificial intelligence (AI) has revolutionized content creation by learning from vast datasets to produce new text, images, videos, and other media. However, this innovation raises significant copyright concerns as it may utilize and repurpose original works without consent.

Addressing Copyright Infringement

Traditional approaches to mitigate copyright risks in generative AI have involved altering training mechanisms, but these methods often compromise the effectiveness of AI applications. A research team from top universities proposes a novel economic framework based on cooperative game theory to establish a fair royalty distribution system, addressing the contributions of individual copyright holders to AI-generated content.

Demonstrated Effectiveness

Numerical experiments involving various datasets demonstrate the model’s ability to allocate royalties accurately, enhancing the AI’s capability to generate content. The research outlines how incorporating a broader range of training data without infringing on copyrights enhances the AI’s performance.

Challenges and Flexibility

The research critically examines the complexities of implementing the economic model in real-world scenarios, considering computational challenges and legal ambiguities. It acknowledges the need for a flexible and adaptable solution to accommodate the dynamic nature of copyright laws and data sources.

Conclusion and Future Prospects

The proposed economic model effectively addresses copyright infringement in generative AI, fostering collaboration between AI developers and copyright owners. It mitigates legal risks and promotes innovation and collaboration in AI-driven content creation.

AI Solutions for Business Transformation

If you want to evolve your company with AI, consider leveraging AI solutions to redefine your way of work. Identify automation opportunities, define KPIs, select an AI solution, and implement gradually to ensure measurable impacts on business outcomes.

Practical AI Solution: AI Sales Bot

Consider the AI Sales Bot designed to automate customer engagement 24/7 and manage interactions across all customer journey stages. Discover how AI can redefine your sales processes and customer engagement.

List of Useful Links:

Itinai.com office ai background high tech quantum computing 0002ba7c e3d6 4fd7 abd6 cfe4e5f08aeb 0

Vladimir Dyachkov, Ph.D
Editor-in-Chief itinai.com

I believe that AI is only as powerful as the human insight guiding it.

Unleash Your Creative Potential with AI Agents

Competitors are already using AI Agents

Business Problems We Solve

  • Automation of internal processes.
  • Optimizing AI costs without huge budgets.
  • Training staff, developing custom courses for business needs
  • Integrating AI into client work, automating first lines of contact

Large and Medium Businesses

Startups

Offline Business

100% of clients report increased productivity and reduced operati

AI news and solutions