AI Attribution Framework Development

Industry-first research proposing standardized transparency protocols for human-AI collaboration across journalism, academic, and creative professional domains. Developing practical framework with four attribution categories (AI-Assisted, AI-Enhanced, AI-Collaborative, AI-Generated) positioned for adoption similar to Creative Commons licensing model. Framework addresses growing need for professional transparency in AI use without being punitive or overly complex.

Key Components: Research methodology, pilot program development, cross-industry stakeholder engagement, standards documentation