The SymbioMind Attribution Protocol: A Proposed Standard for Human-AI Collaborative Intellectual Production

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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%
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Authors

2

Topics & keywords

Keywords
  • Attribution
  • Generative grammar
  • Coherence (philosophical gambling strategy)
  • Production (economics)
  • Domain (mathematical analysis)
  • Reflexivity
UN Sustainable Development Goals
  • Quality Education
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