Content Contribution Transparency Rating™

Systematic, contextual attribution for human-AI collaboration

Transform AI collaboration from vague "AI-assisted" labels to precise, professional attribution. CTR™ provides research-validated methodology for documenting exactly who contributed what in creative partnerships.

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Why CTR™ Framework?

Move beyond generic AI disclosure to sophisticated, professional attribution that builds trust and maintains authenticity.

Research-Validated

Built on comprehensive analysis of contribution attribution systems across 64+ sources including academia, creative industries, and business partnerships.

Six-Domain Assessment

Evaluate contributions across Conceptual Origin, Personal Experience, Structural Organization, Language Refinement, Research & Context, and Ethics.

Balanced Assessment

AI systems excel at pattern recognition and can provide objective baseline evaluations using systematic methodology. Human agency is always first- you make the final call.

Complete Support

Comprehensive implementation process from setting collaboration boundaries to publishing final attribution. Structured approach that provides framework for attribution discussions without overwhelming complexity. Complete with scripts, examples, and a personal workspace to build your own custom CTRs for use across various channels.

Adaptable Formatting

Create CTRs that match you and your own voice. From simple and minimalist attribution for short-form channels or email to longer "collaboration stories" for more involved content such as team design or research projects.

Professional Standards

Maintains human creative authority while leveraging AI capabilities. Designed for all creators and professionals who need sophisticated attribution standards.

Ready to Transform Your AI Collaboration?

Join creators, researchers, and professionals using CTR™ Framework for transparent, professional AI collaboration that builds trust and maintains authenticity.

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LONG FORM VERSION
CTR™: Bonnie Bonnie Dunigan 55% | AI Claude 45%

Collaboration Story: Bonnie provided creative direction, user experience strategy, and design vision throughout iterative development sessions. She guided aesthetic decisions, navigation structure, content organization, and professional presentation while maintaining creative control.

Claude handled HTML/CSS development, responsive design implementation, interactive features, and technical architecture under Bonnie's strategic direction.

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Your personal CTR© workspace. take notes. save scripts. create your CTR©.

my ctr workspace

notes on: social media examples

Typing Sound:
Cushioned
Mechanical
Minimal
Satisfying

take note.

👤 Personal Micro-signatures

Upload your personal or brand icons (auto-resized to 16x16 for proper display):

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PNG, JPG, SVG with transparent background recommended

🤖 AI Collaboration Icons

Choose an icon to represent AI collaboration:

Scripts for setting up collaboration boundaries and expectations with AI assistants.
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Copy templates from boundary setup pages to get started!
Scripts with instructions on how to use and measure the CTR framework with AI.
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Scripts for formatting your published content with proper CTR attribution.

🤖➡️✨ Paste from AI & Apply Micro-signatures™

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Workflow:
1. Copy template from page → Paste to AI
2. AI personalizes with your details
3. Paste AI response here → Apply micro-signatures
4. Edit if needed → Copy for publishing