Draft scaffold exploring how artists, designers, writers, and multimedia creators leverage AI to compress drafting cycles and expand conceptual range.
1. Core Leverage Modes
- Divergent ideation (multi-prompt batch generation).
- Style transfer & adaptation loops.
- Storyboard + shot list scripting.
- Multimodal synthesis (text→image→video refinement).
- Semantic search over inspiration corpus.
2. Workflow Archetype
- Diverge (generate 20–50 variants)
- Cluster (group by tone / palette / composition)
- Refine (select 1–2, increase resolution / detail)
- Integrate (human edit + polish)
- Archive (log prompts + effective parameter sets)
3. Tool Selection Considerations
- Latency vs. resolution trade-offs.
- Licensing & commercial usage rights.
- Local vs. hosted confidentiality needs.
4. Impact Metrics (Planned)
- Concept turnaround time reduction.
- Iteration count per concept sprint.
- Portfolio diversity index (style variance).
5. Ethical & Authenticity Layers
- Attribution & provenance tagging.
- Bias & stereotype filtering.
- Authenticity declarations for generated media.
6. Roadmap (Planned Sections)
- Case Study: Indie game asset pipeline.
- Prompt library taxonomy.
- Hybrid human + model co-creation patterns.