1. Rethink Creative Ownership
- Shift from the corporate licensing and subscription model (e.g., Adobe) towards cooperative ownership structures.
- Empower artists through collective ownership, equitable profit-sharing, and democratic decision-making.
2. Legal Reform
- Advocate comprehensive copyright reform:
- Reduce copyright terms.
- Introduce exceptions for AI training that reward creators.
- Legally protect cultural commons and public domain resources.
3. Ethical AI Integration
- Develop transparent frameworks allowing artists to license work explicitly for AI training.
- Compensate creators fairly when their work is used in generative AI models.
- Encourage grassroots and community-driven AI projects collaborating directly with artists.
4. Community-Driven Commons
- Establish layers of openly accessible creative commons:
- Guarantee open, free, and permanent access to foundational knowledge (e.g., historical archives, educational materials).
- Explicitly allow non-commercial scraping of certain public websites like Wikipedia.
5. Supporting Artist Sustainability
- Create new economic models that include:
- Cooperative platforms for artists to pool resources and gain better negotiating power.
- Alternative financial frameworks recognizing cultural and intellectual value, beyond traditional credit systems.
- Diverse compensation strategies, including non-monetary benefits, mental health support, and professional development.
6. Infrastructure Accountability
- Demand transparency and ethical accountability from tech corporations:
- Restrict predatory data practices through robust privacy laws.
- Legally mandate clear consent and fair compensation when artists’ works contribute to training datasets.
7. Cultural Shift and Institutional Responsibility
- Encourage institutions to genuinely reflect diverse and global perspectives:
- Transform collection, curation, and acquisition practices.
- Prioritize artist-led initiatives and educational platforms.
- Address historical imbalances through active repatriation and cultural sovereignty.
8. Bridging Technology and Creativity
- Support small, community-focused technology initiatives:
- Facilitate direct collaborations between artists and tech developers.
- Enable artist-driven storytelling and culturally responsive AI models.
Conclusion:
- Systemic change requires coordinated action across legal, economic, institutional, and community dimensions.
- Prioritize transparent, ethical practices that reward artists and maintain open cultural resources, creating a balanced and genuinely collaborative creative economy.

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