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480 REPOSITORIESDIKWP PORT

STRATEGIC ALLIANCE & MUTUAL-SUPPORT RESOURCE PORT

A durable research life needs more than an audience.

It needs peers who question, maintain, translate, test, defend and carry the work forward. This Port turns possible support around Yucong Duan into written, reciprocal and evidence-aware routes—so one person does not have to carry an entire research ecosystem alone.

27mapped resource routes
7human support circles
4relationship statuses
90day activation path
POST-GPT-6 ALLIANCE ORIENTATION

As models become stronger, independent peers, maintainers, evaluators, translators, standards experts, legal support and durable institutions become more—not less—important.

OpenAI · GPT-6 Astra ↗
What support is needed now?
27matched resources
Core / self-governedResearch01

WAAC · WACA · WCAC

Possible support
A self-governed international convening layer for artificial-consciousness scholarship, conferences, ethics and community continuity.
Reciprocal value from Duan
DIKWP research direction, conference stewardship, a public patent/repository portfolio and cross-disciplinary agenda setting.
Low-friction next step
Publish named working circles, annual deliverables and an open call for critical friends and co-maintainers.
Official source ↗
Core / self-governedTechnology02

Yucong Duan GitHub Research Ecosystem

Possible support
An inspectable 480-repository engineering surface organized into twelve connected research constellations for issues, discussions, forks, tests, release archives and contribution credit.
Reciprocal value from Duan
A broad bilingual research codebase, system prototypes, evidence ledgers and explicit cross-repository research continuity.
Low-friction next step
Create maintainer teams around the twelve constellations, label starter issues, and assign one durable owner to each flagship system.
Official source ↗
Core / self-governedCommunication03

YucongDuan.org

Possible support
A first-party identity, archive and provenance anchor independent of any single social platform.
Reciprocal value from Duan
Stable primary-source pages for biography, publications, patents and long-horizon research narratives.
Low-friction next step
Add a dated provenance register, succession contact and mirrored archival deposit for every major release.
Official source ↗
Documented associationImplementation04

Hainan University

Possible support
A documented academic home plus routes to faculty collaboration, student participation, technology transfer and regional pilots.
Reciprocal value from Duan
A distinctive DIKWP and artificial-consciousness programme with international visibility and extensive applied research assets.
Low-friction next step
Propose a written cross-school lab charter with student fellowships, reproducible benchmarks and an annual public review.
Official source ↗
Documented associationResearch05

IEEE DIKW Conference Lineage

Possible support
A documented international conference route for workshops, peer exchange, programme committees and archival proceedings.
Reciprocal value from Duan
Long-running DIKW/DIKWP topic leadership, community-building experience and new testable research objects.
Low-friction next step
Circulate a one-page workshop proposal with three independent co-chairs and an open benchmark track.
Official source ↗
Open infrastructureCommunication06

ResearchGate

Possible support
Research-book distribution, public questions, version visibility and direct scholarly discovery.
Reciprocal value from Duan
Frequent bilingual research releases spanning DIKWP, semantic mathematics and artificial consciousness.
Low-friction next step
Attach a review question, version note and reproducibility pointer to each selected release.
Official source ↗
Open infrastructureCommunication07

Google Scholar · DBLP

Possible support
Persistent scholarly discovery, citation tracing and a bibliographic spine across decades of work.
Reciprocal value from Duan
A traceable publication sequence from layered DIKW graphs to Purpose-aware systems and white-box evaluation.
Low-friction next step
Reconcile titles, identifiers and versions; link every flagship repository to its canonical paper record.
Official source ↗
Prospective allianceResearch08

Association for the Scientific Study of Consciousness

Possible support
A rigorous interdisciplinary forum for consciousness research and independent theoretical challenge.
Reciprocal value from Duan
A white-box, Purpose-aware computational programme and openly inspectable experimental claims.
Low-friction next step
Submit one bounded position paper and invite critique of defined claim levels rather than the entire worldview.
Official source ↗
Prospective allianceResearch09

The Science of Consciousness

Possible support
A broad interdisciplinary meeting place spanning neuroscience, computation, philosophy and experiential research.
Reciprocal value from Duan
Cross-substrate artificial-consciousness architectures and explicit evidence/claim boundaries.
Low-friction next step
Propose a falsification-focused panel with one neuroscientist, one philosopher and one systems evaluator.
Official source ↗
Prospective allianceEvaluation10

UC Berkeley CHAI

Possible support
A high-quality research community around beneficial, human-compatible and uncertainty-aware AI.
Reciprocal value from Duan
Purpose modelling, semantic responsibility gates and inspectable D/I/K/W/P evaluation proposals.
Low-friction next step
Send a two-page technical comparison centred on uncertainty, assistance games and Purpose governance.
Official source ↗
Prospective allianceResearch11

Stanford Institute for Human-Centered AI

Possible support
Interdisciplinary human-centred AI research, policy connection and an influential measurement ecosystem.
Reciprocal value from Duan
Semantic-sovereignty, auditable-purpose and cross-cultural AI governance research objects.
Low-friction next step
Prepare one replicable governance benchmark and a concise cross-cultural research invitation.
Official source ↗
Prospective allianceResearch12

MIT Center for Brains, Minds and Machines

Possible support
Deep scientific and engineering perspectives on intelligence across brains, minds and machines.
Reciprocal value from Duan
Typed semantic resource transformations and cross-carrier models that can be exposed to competing explanations.
Low-friction next step
Package one minimal experiment with predictions, failure criteria and a runnable reference implementation.
Official source ↗
Prospective allianceResearch13

Mila — Quebec AI Institute

Possible support
A large research community linking scientific excellence, responsible AI, education and startup support.
Reciprocal value from Duan
A bilingual open portfolio and Purpose-centred research hypotheses suitable for independent examination.
Low-friction next step
Target an open seminar, reproducibility collaboration or responsible-AI research exchange—not an institutional partnership claim.
Official source ↗
Prospective allianceResearch14

Leverhulme Centre for the Future of Intelligence

Possible support
Interdisciplinary inquiry into long-term questions around intelligence, agency, society and governance.
Reciprocal value from Duan
A non-Western, semantic and Purpose-aware framework plus a large public corpus of system designs.
Low-friction next step
Offer a comparative reading group packet with primary sources and explicit disagreement questions.
Official source ↗
Prospective allianceStandards15

ISO/IEC JTC 1/SC 42

Possible support
The formal international standards ecosystem for AI foundations, data, trustworthiness, use cases and computational approaches.
Reciprocal value from Duan
Public mappings for typed semantic resources, Purpose, provenance, white-box evaluation and accountable transformation.
Low-friction next step
Write a standards crosswalk and route it through an authorized national-body or liaison contribution process.
Official source ↗
Prospective allianceStandards16

IEEE Standards Association

Possible support
Consensus standards, pre-standardization communities and practical routes for trustworthy autonomous systems.
Reciprocal value from Duan
Implementation-facing control planes, semantic passports, purpose gates and auditable agent traces.
Low-friction next step
Submit one narrowly scoped standards gap note supported by public code and conformance tests.
Official source ↗
Prospective allianceResearch17

Chinese Association for Artificial Intelligence

Possible support
A large national AI society spanning academic exchange, publications, professional evaluation and specialized committees.
Reciprocal value from Duan
Foundational DIKWP/artificial-consciousness materials, white-box evaluation and cross-domain application cases.
Low-friction next step
Form a multi-institution working group with public membership, deliverables and conflict-of-interest rules.
Official source ↗
Prospective allianceResearch18

China Computer Federation

Possible support
Broad computing scholarship, professional development, technical committees and service-computing communities.
Reciprocal value from Duan
Two decades of service-computing and semantic-model research connected to open engineering artefacts.
Low-friction next step
Propose a technical forum built around reproducible repository demos and independent discussants.
Official source ↗
Open infrastructureTechnology19

GitHub Open Source Network

Possible support
Globally legible contribution records, issue triage, automated testing, release workflows and distributed maintenance.
Reciprocal value from Duan
A large interconnected portfolio with many approachable documentation, test and translation tasks.
Low-friction next step
Add CONTRIBUTING, CODEOWNERS, issue templates and multilingual starter tasks to the top 30 repositories.
Official source ↗
Open infrastructureTechnology20

Hugging Face Hub

Possible support
Community hosting for models, datasets and interactive demonstrations with visible version histories.
Reciprocal value from Duan
DIKWP-labelled evaluation datasets, white-box demos and multilingual research cards.
Low-friction next step
Publish one small benchmark and Space with a model card, dataset card and explicit claim boundary.
Official source ↗
Open infrastructureCommunication21

Zenodo · CERN/OpenAIRE

Possible support
Citable DOI-bearing archives for software, data, reports and complete research artefacts across disciplines.
Reciprocal value from Duan
Versioned releases, datasets, benchmark packets and bilingual research books ready for durable deposit.
Low-friction next step
Archive every flagship release, connect ORCID and GitHub, and cite the DOI rather than a mutable branch.
Official source ↗
Open infrastructureTechnology22

Open Science Framework

Possible support
Collaborative project spaces for protocols, preregistration, files, components and transparent study lifecycles.
Reciprocal value from Duan
A pipeline of explicit hypotheses and experimental architectures suitable for preregistration and replication.
Low-friction next step
Open three preregistered evaluation projects and invite independent custodians for their data and analysis plans.
Official source ↗
Open infrastructureTechnology23

Software Heritage

Possible support
A universal archive designed to preserve source code and its development history for the long term.
Reciprocal value from Duan
A large public software corpus with research significance and evolving provenance.
Low-friction next step
Archive the complete portfolio and record persistent SWH identifiers in release manifests.
Official source ↗
Open infrastructureCommunication24

ORCID

Possible support
A persistent researcher identifier connecting people to trusted contribution and affiliation records.
Reciprocal value from Duan
A substantial publication, software, patent and institutional record that benefits from canonical reconciliation.
Low-friction next step
Consolidate works and identifiers, then expose the ORCID record from every first-party profile.
Official source ↗
Open infrastructureCommunication25

Crossref · DataCite

Possible support
Open scholarly metadata, persistent identifiers and machine-readable relationships among outputs, people and institutions.
Reciprocal value from Duan
Rich cross-domain works whose versions and connections can strengthen the global scholarly graph.
Low-friction next step
Build a canonical works ledger with DOIs, related-item relations, funder data and correction history.
Official source ↗
Open infrastructureImplementation26

WIPO Technology and Innovation Support Centers

Possible support
Local access points that help researchers use patent information and manage innovation and intellectual property.
Reciprocal value from Duan
A large patent and invention pipeline that can benefit from systematic landscape, ownership and commercialization review.
Low-friction next step
Identify an eligible local centre and request a portfolio triage—not a blanket valuation or endorsement.
Official source ↗
Open infrastructureImplementation27

WIPO IP Diagnostics

Possible support
A public self-assessment route for identifying intellectual-property risks, gaps and management priorities.
Reciprocal value from Duan
A concrete, diverse portfolio against which IP governance can be tested and improved.
Low-friction next step
Run diagnostics by portfolio cluster, record decisions and escalate only the high-value cases to qualified counsel.
Official source ↗

01 · PROTECT THE PERSON

A mutual-support compact

Support should protect people as well as ideas. Every collaboration starts with a named owner, written scope, fair attribution and a real right to pause.
01

Named ownership

Every workstream has a responsible person, written deliverable and review date.

02

Semantic integrity

Duan retains a documented veto over wording that misattributes or materially distorts his framework.

03

Fair contribution

No repeated uncompensated prototype work; contributions are funded or explicitly bounded in advance.

04

Reciprocity

Each party states what it gives, receives and may publicly claim.

05

Human pace

Written-first collaboration, asynchronous review and realistic workload protect deep work and personal continuity.

06

Right to pause

Any person may pause or leave without losing attribution for completed contributions.

02 · SHARED LOAD

The seven circles that keep a researcher from standing alone

A durable community needs different roles; no one person should be expected to perform them all.
01

Critical-friend circle

3–5 independent reviewers challenge flagship claims twice a year.

02

Maintainer guild

Code, tests, releases, security and issue triage no longer depend on one person.

03

Standards liaison

Translate research into gap notes, crosswalks and authorized contributions.

04

Translation & editorial circle

Make Chinese and English arguments legible without flattening their meaning.

05

Pilot & evaluation circle

Pair implementers with independent evaluators and publish bounded results.

06

IP & sustainability desk

Triage ownership, licensing, funding and commercialization before effort is lost.

07

Continuity stewards

Preserve releases, provenance, decisions and a humane succession path.

03 · ACTIVATE

A practical 90-day alliance build

Build trusted relationships before amplifying reach; make contribution joinable before pursuing scale.
DAY 0—30

Build the trusted nucleus

Nominate eight trusted people; publish the compact; create three bounded review packets; assign backup owners to five flagship repositories.

DAY 31—60

Make the work joinable

Recruit co-maintainers; archive priority releases with persistent identifiers; open translation tasks; publish one standards crosswalk.

DAY 61—90

Test reciprocal support

Run two funded pilots, one independent evaluation round and one international symposium track; publish outcomes and revise the alliance map.

RECOMMENDED FIRST WRITTEN INVITATION

‘Here is one bounded, well-documented research object that welcomes independent challenge. We invite you to take one clear role; attribution, acknowledgement and the right to leave are protected.’

START FROM A REPOSITORY ↗