The SymbioMind Attribution Protocol: A Proposed Standard for Human-AI Collaborative Intellectual Production
Indexed indatacite
Abstract
Description/Abstract:This paper proposes a formal attribution standard for intellectual work produced through sustained human-AI collaboration — a category distinct from both AI-assisted writing and AI-generated content. The human author provides generative insight, domain knowledge, theoretical direction, and ethical responsibility. The AI system provides formalisation, literature mapping, coherence checking, and cross-domain pattern recognition. Neither alone produces the output. Current attribution frameworks are inadequate for this emergent category. The SymbioMind Protocol is proposed as a working standard, grounded in ecological homeostasis principles and protected under CC BY-NC-SA 4.0
Citation impact
14
total citations
- FWCI
- 969.75
- Percentile
- 100%
- References
- 0
Too recent for citation history.
Authors
2Topics & keywords
Topics
Keywords
- Attribution
- Generative grammar
- Coherence (philosophical gambling strategy)
- Production (economics)
- Domain (mathematical analysis)
- Reflexivity
UN Sustainable Development Goals
- Quality Education
No related works found for this paper.