This whitepaper introduces and formalizes the Trace Everywhere Protocol—an open symbolic attribution system designed for platform interoperability and human sovereignty in knowledge creation. It allows individuals to log cognitive and creative contributions through publicly timestamped posts that include three protocol hashtags (#TraceEconomy, #PoCW, #Unifaircation) and human-authored identity tags. The protocol covers everything from models and frameworks to artistic works and reframes, and functions across LinkedIn, Discord, GitHub, Zenodo, and beyond. It defines clear economic distribution rules (40/40/20), retroactive trace-logging, dispute resolution, and future indexing infrastructure. The paper serves as a reference document for protocol users, builders, and policy framers shaping post-platform epistemic economies.
", "publication_date": "2025-07-16", "publisher": "Zenodo", "references": [ { "reference": "1.\tCoupland, S. J. (2025). Proof of Cognitive Work (PoCW) License v1.0. Zenodo. 2.\tCoupland, S. J. (2025). Unifaircation Addendum. Live Deployment, Participatory Refinement and Licencing Evolution. Zenodo. 3.\tCoupland, S. J. (2025). The Trace Economy: Redefining Cognitive IP and Contributor Equity in the Post-AI Era. Zenodo. 4.\tStanford HAI. (2024). Hallucination in Large Language Models: Risks and Limits. Stanford Human-Centered AI. 5.\tOpenAI. (2023). Productivity in the Age of AI: A Controlled Evaluation Study. OpenAI Research. 6.\tWhittaker, M. (2023). The Delusion Engine: Power, Belief, and the $100 Billion Hype Cycle. Signal Foundation. 7.\tOstrom, E. (1990). Governing the Commons: The Evolution of Institutions for Collective Action. Cambridge University Press. 8.\tBauwens, M., Kostakis, V., & Pazaitis, A. (2019). Peer to Peer: The Commons Manifesto. Westminster University Press. 9.\tBerners-Lee, T., & Fischetti, M. (1999). Weaving the Web: The Original Design and Ultimate Destiny of the World Wide Web. Harper. 10.\tIllich, I. (1971). Deschooling Society. Harper & Row." } ], "related_identifiers": [ { "identifier": "10.5281/zenodo.15582073", "relation_type": { "id": "issupplementto", "title": { "de": "Erg\u00e4nzt", "en": "Is supplement to" } }, "resource_type": { "id": "publication-other", "title": { "de": "Sonstige", "en": "Other" } }, "scheme": "doi" }, { "identifier": "10.5281/zenodo.15559467", "relation_type": { "id": "issupplementto", "title": { "de": "Erg\u00e4nzt", "en": "Is supplement to" } }, "resource_type": { "id": "publication-other", "title": { "de": "Sonstige", "en": "Other" } }, "scheme": "doi" }, { "identifier": "10.5281/zenodo.15688128", "relation_type": { "id": "issupplementto", "title": { "de": "Erg\u00e4nzt", "en": "Is supplement to" } }, "resource_type": { "id": "publication-other", "title": { "de": "Sonstige", "en": "Other" } }, "scheme": "doi" }, { "identifier": "10.5281/zenodo.15837555", "relation_type": { "id": "issupplementto", "title": { "de": "Erg\u00e4nzt", "en": "Is supplement to" } }, "resource_type": { "id": "publication-other", "title": { "de": "Sonstige", "en": "Other" } }, "scheme": "doi" } ], "resource_type": { "id": "publication-other", "title": { "de": "Sonstige", "en": "Other" } }, "rights": [ { "description": { "en": "Allows sharing and adapting of the work non-commercially with proper attribution to the creator" }, "link": "https://creativecommons.org/licenses/by-nc/4.0/", "title": { "en": "ccby-nc4.0" } } ], "subjects": [ { "subject": "Trace Economy" }, { "subject": "Unifaircation" }, { "subject": "Proof of Cognitive Work (PoCW)" }, { "subject": "Symbolic Attribution" }, { "subject": "Platform-Agnostic Protocol" }, { "subject": "Cognitive Labour" }, { "subject": "Distributed Epistemology" }, { "subject": "Generative Justice" }, { "subject": "Knowledge Sovereignty" }, { "subject": "Human-AI Collaboration" }, { "subject": "Timestamp-Based Licencing" }, { "subject": "Open Value Networks" }, { "subject": "Meta-epistemics" }, { "subject": "Trace Logging" }, { "subject": "Post-IP Framework" }, { "subject": "Decentralised Innovation Infrastructure" } ], "title": "Whitepaper, The Trace Everywhere Protocol. 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\nThe CIN community accepts submissions that contribute to advancing collective intelligence, human-AI collaboration, and global equity. Submissions must align with the themes of systems thinking, transformative innovation, and inclusive prosperity. We welcome research papers, preprints, case studies, and tools that support the CIN mission. All submissions will undergo a review to ensure relevance, originality, and adherence to ethical standards. Authors may revise and resubmit if required.
", "description": "CIN unites human creativity, AI & systems thinking to drive innovation, foster economic parity & uplift marginalized voices, poorer nations & communities via weighted UBI. It aims to unlock collective potential for a more inclusive, connected future.", "page": "Welcome to the Collective Intelligence Network (CIN): The Future of Universal Collaboration.
\n\n
The CIN community is dedicated to fostering transformative innovation through the integration of collective intelligence, human creativity, and advanced artificial intelligence (AI). Our mission is to empower collaboration at all levels—across disciplines, geographies, and cultures—to address complex global challenges and create a more inclusive and equitable future.
\n\n
Our Vision
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CIN envisions a world where the synergy of human ingenuity and AI transcends current paradigms, unlocking the potential for universal prosperity. By promoting concepts such as economic parity, weighted Universal Basic Income (UBI), and systems thinking, CIN aims to uplift marginalized voices, empower poorer nations, and enable equitable participation in shaping our shared future.
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What We Offer
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The CIN community serves as a hub for:
\n• Research and Innovation: Sharing and exploring groundbreaking ideas that align with CIN’s principles.
\n• Collaboration: Connecting researchers, innovators, and policymakers to foster interdisciplinary solutions.
\n• Resources: Providing access to datasets, tools, and frameworks to accelerate progress in collective intelligence.
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Who Should Join
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We welcome researchers, thought leaders, policymakers, and innovators who are passionate about:
\n• Collective intelligence and collaborative systems.
\n• Human-AI interaction and transformative innovation.
\n• Economic equity, including UBI and global prosperity initiatives.
\n• Systems science, interdisciplinary studies, and sustainability.
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Get Involved
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Join us in shaping the future of collaboration and unlocking the full potential of collective intelligence. Whether you are submitting research, sharing tools, or contributing to discussions, your participation will help create a transformative impact for generations to come.
", "title": "Cyborg Intelligence Network (CIN): The Future of Universal Collaboration", "type": { "id": "project" }, "website": "https://unifaircation.com" }, "revision_id": 8, "slug": "collectiveintelligencenetwork", "updated": "2025-01-27T03:27:16.187152+00:00" } ], "ids": [ "616b03c6-c050-41a1-a1e5-9ca9ba421f84" ] }, "id": "15946965", "pids": { "doi": { "client": "datacite", "identifier": "10.5281/zenodo.15946965", "provider": "datacite" } } }, "pids": { "doi": { "client": "datacite", "identifier": "10.5281/zenodo.15946966", "provider": "datacite" }, "oai": { "identifier": "oai:zenodo.org:15946966", "provider": "oai" } }, "revision_id": 4, "stats": { "all_versions": { "data_volume": 9492360.0, "downloads": 40, "unique_downloads": 32, "unique_views": 80, "views": 81 }, "this_version": { "data_volume": 9492360.0, "downloads": 40, "unique_downloads": 32, "unique_views": 80, "views": 81 } }, "status": "published", "swh": {}, "updated": "2025-07-16T00:37:56.823064+00:00", "versions": { "index": 1, "is_latest": true } }