{ "count": 56, "summary": { "evidenceStatus": { "tracked": 56, "needs-sourcing": 0 }, "metricEvidenceStatus": { "sourced": 23, "partial": 0, "missing": 0, "not-applicable": 33 }, "adoptionResearchStatus": { "populated": 23, "needs-research": 0, "hard-to-quantify": 33 } }, "items": [ { "id": "adobe-content-authenticity", "slug": "adobe-content-authenticity", "title": "Adobe Content Authenticity", "website": "https://helpx.adobe.com/creative-cloud/apps/adobe-content-authenticity/generative-ai-training-preferences.html", "status": "live", "primaryApproachType": "attach-preference-signal", "latestUpdate": "2025-09-02T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Adobe publishes broad ecosystem updates, but AI preference uptake is not usually broken out as a separate public metric." }, { "id": "ai-ready-licenses", "slug": "ai-ready-licenses", "title": "AI-Ready Licenses", "website": "https://mlcommons.org/2025/03/unlocking-data-collab/", "status": "wip", "primaryApproachType": "attach-formal-license", "latestUpdate": "2025-03-17T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "License family is still proposal-stage rather than a deployed program with public user counts." }, { "id": "akamai-content-protector", "slug": "akamai-content-protector", "title": "Akamai Content Protector", "website": "https://www.akamai.com/products/content-protector", "status": "live", "primaryApproachType": "technical-blocking", "latestUpdate": "2026-04-08T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Akamai publishes strong network-level evidence of AI bot pressure, but not a clean public customer count for Content Protector or its AI-specific workflows." }, { "id": "amlet", "slug": "amlet", "title": "Amlet", "website": "https://amlet.ai/", "status": "live", "primaryApproachType": "new-infrastructures", "latestUpdate": "2025-12-15T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Amlet has a live registry and named partners, but I could not find a stable public deployment count worth recording yet." }, { "id": "abc", "slug": "abc", "title": "Attribution-based control", "website": "https://openmined.org/attribution-based-control/", "status": "wip", "primaryApproachType": "new-infrastructures", "latestUpdate": "2025-10-06T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Early-stage architecture and governance approach with no stable public adopter count yet." }, { "id": "bria-artist-program", "slug": "bria-artist-program", "title": "Bria Artist Program / Licensed Training Catalog", "website": "https://bria.ai/artist-program", "status": "live", "primaryApproachType": "data-market-platform", "latestUpdate": "2025-09-18T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": true, "adoptionMetricFields": [ "usersCount" ], "hasMetricEvidence": true, "metricEvidenceFields": [ "usersCount" ], "metricEvidenceStatus": "sourced", "adoptionResearchStatus": "populated", "adoptionResearchNotes": "Official materials now support a partner-count metric for the licensed training catalog." }, { "id": "ccc-ai-licensing-suite", "slug": "ccc-ai-licensing-suite", "title": "CCC AI Licensing Suite", "website": "https://www.copyright.com/solutions-rightsholders-ai/", "status": "live", "primaryApproachType": "join-licensing-collective", "latestUpdate": "2026-03-03T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "CCC publicly documents multiple AI licensing options, but I could not find a clean AI-specific customer or rightsholder count that maps neatly to the suite." }, { "id": "cla-generative-ai-licence", "slug": "cla-generative-ai-licence", "title": "CLA Generative AI Training Licence", "website": "https://cla.co.uk/ai-and-copyright/", "status": "live", "primaryApproachType": "join-licensing-collective", "latestUpdate": "2026-03-01T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "The first opt-in stage is live through PLS, CLA, and ALCS, but publisher uptake and AI-buyer usage are not yet public." }, { "id": "cloudflare-anti-scraping", "slug": "cloudflare-anti-scraping", "title": "Cloudflare AI Crawl Control", "website": "https://blog.cloudflare.com/control-content-use-for-ai-training/", "status": "live", "primaryApproachType": "add-tollgate", "latestUpdate": "2026-04-17T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": true, "adoptionMetricFields": [ "usersCount", "dataVolume" ], "hasMetricEvidence": true, "metricEvidenceFields": [ "usersCount", "dataVolume" ], "metricEvidenceStatus": "sourced", "adoptionResearchStatus": "populated", "adoptionResearchNotes": "Official rollout posts now support both customer-adoption and traffic-volume metrics." }, { "id": "commonsdb", "slug": "commonsdb", "title": "CommonsDB", "website": "https://www.commonsdb.org/", "status": "live", "primaryApproachType": "new-infrastructures", "latestUpdate": "2026-01-20T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": true, "adoptionMetricFields": [ "dataVolume" ], "hasMetricEvidence": true, "metricEvidenceFields": [ "dataVolume" ], "metricEvidenceStatus": "sourced", "adoptionResearchStatus": "populated", "adoptionResearchNotes": "Public declaration volume is already recorded." }, { "id": "copyrightsh", "slug": "copyrightsh", "title": "copyright.sh", "website": "https://copyright.sh/", "status": "live", "primaryApproachType": "attach-formal-license", "latestUpdate": "2025-10-28T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Public materials describe the offer and onboarding but do not yet expose a stable creator or customer count." }, { "id": "created-by-humans", "slug": "created-by-humans", "title": "Created by Humans", "website": "https://www.createdbyhumans.ai/", "status": "live", "primaryApproachType": "data-market-platform", "latestUpdate": "2026-05-02T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": true, "adoptionMetricFields": [ "usersCount" ], "hasMetricEvidence": true, "metricEvidenceFields": [ "usersCount" ], "metricEvidenceStatus": "sourced", "adoptionResearchStatus": "populated", "adoptionResearchNotes": "Author count is already captured from official materials." }, { "id": "cc-signals", "slug": "cc-signals", "title": "Creative Commons Signals", "website": "https://creativecommons.org/cc-signals/", "status": "wip", "primaryApproachType": "attach-preference-signal", "latestUpdate": "2026-05-13T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Creative Commons has shifted the work from preference signaling toward broader infrastructure and governance pilots, but there is still no stable deployment metric." }, { "id": "credtent", "slug": "credtent", "title": "Credtent", "website": "https://credtent.org/", "status": "live", "primaryApproachType": "new-infrastructures", "latestUpdate": "2025-03-31T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": true, "adoptionMetricFields": [ "usersCount" ], "hasMetricEvidence": true, "metricEvidenceFields": [ "usersCount" ], "metricEvidenceStatus": "sourced", "adoptionResearchStatus": "populated", "adoptionResearchNotes": "Official marketplace materials now support a conservative creator-count metric." }, { "id": "dappier", "slug": "dappier", "title": "Dappier", "website": "https://www.dappier.com/marketplace/", "status": "live", "primaryApproachType": "data-market-platform", "latestUpdate": "2025-08-18T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Public materials make the product legible, but I could not find a stable official publisher or customer count." }, { "id": "dataseeds-ai", "slug": "dataseeds-ai", "title": "DataSeeds.AI", "website": "https://www.dataseeds.ai/", "status": "live", "primaryApproachType": "data-market-platform", "latestUpdate": "2025-10-20T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": true, "adoptionMetricFields": [ "dataVolume" ], "hasMetricEvidence": true, "metricEvidenceFields": [ "dataVolume" ], "metricEvidenceStatus": "sourced", "adoptionResearchStatus": "populated", "adoptionResearchNotes": "Company-issued releases support a conservative image-corpus metric for the rights-cleared marketplace." }, { "id": "dataset-providers-alliance", "slug": "dataset-providers-alliance", "title": "Dataset Providers Alliance (DPA)", "website": "https://www.thedpa.ai/", "status": "live", "primaryApproachType": "join-licensing-collective", "latestUpdate": "2024-12-10T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": true, "adoptionMetricFields": [ "usersCount" ], "hasMetricEvidence": true, "metricEvidenceFields": [ "usersCount" ], "metricEvidenceStatus": "sourced", "adoptionResearchStatus": "populated", "adoptionResearchNotes": "Member count is now recorded as a conservative announced total across official alliance announcements." }, { "id": "defined-ai-marketplace", "slug": "defined-ai-marketplace", "title": "Defined.ai", "website": "https://defined.ai/", "status": "live", "primaryApproachType": "data-market-platform", "latestUpdate": "2026-01-27T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": true, "adoptionMetricFields": [ "moneyVolume" ], "hasMetricEvidence": true, "metricEvidenceFields": [ "moneyVolume" ], "metricEvidenceStatus": "sourced", "adoptionResearchStatus": "populated", "adoptionResearchNotes": "Official 2025 review materials now support a conservative marketplace-revenue metric." }, { "id": "deviantart-noai", "slug": "deviantart-noai", "title": "DeviantArt NoAI / NoImageAI", "website": "https://www.deviantart.com/team/journal/UPDATE-All-Deviations-Are-OptedOut-of-AI-Datasets-934500371", "status": "live", "primaryApproachType": "attach-preference-signal", "latestUpdate": "2024-04-17T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Platform-wide feature adoption is hard to separate from overall platform scale." }, { "id": "robots-ai-directives", "slug": "robots-ai-directives", "title": "DIY robots handling (robots.txt++)", "website": "https://developers.openai.com/api/docs/bots", "status": "live", "primaryApproachType": "attach-preference-signal", "latestUpdate": "2025-09-17T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Umbrella pattern spanning many actors; deployment is diffuse and hard to count cleanly." }, { "id": "easy-dataset-share", "slug": "easy-dataset-share", "title": "easy-dataset-share", "website": "https://github.com/Responsible-Dataset-Sharing/easy-dataset-share", "status": "live", "primaryApproachType": "technical-blocking", "latestUpdate": "2026-01-09T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Small OSS project without a strong public reporting surface for usage." }, { "id": "european-books-data-commons", "slug": "european-books-data-commons", "title": "European Books Data Commons", "website": "https://openfuture.eu/publication/outline-for-a-european-books-data-commons/", "status": "wip", "primaryApproachType": "new-infrastructures", "latestUpdate": "2025-11-20T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Design proposal rather than a deployed service." }, { "id": "fairlytrained", "slug": "fairlytrained", "title": "Fairly Trained", "website": "https://www.fairlytrained.org/", "status": "live", "primaryApproachType": "certification", "latestUpdate": "2024-08-01T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": true, "adoptionMetricFields": [ "usersCount" ], "hasMetricEvidence": true, "metricEvidenceFields": [ "usersCount" ], "metricEvidenceStatus": "sourced", "adoptionResearchStatus": "populated", "adoptionResearchNotes": "Certification count is now recorded as a conservative rollup across official announcement posts; the undated certified-models page appears larger." }, { "id": "fastly-ai-bot-management", "slug": "fastly-ai-bot-management", "title": "Fastly AI Bot Management", "website": "https://www.fastly.com/products/fastly-ai-bot-management", "status": "live", "primaryApproachType": "technical-blocking", "latestUpdate": "2026-04-16T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Fastly publishes strong AI-bot traffic research and a live product surface, but not a clean public adoption count for the AI-specific control layer." }, { "id": "flexolmo", "slug": "flexolmo", "title": "FlexOlmo", "website": "https://allenai.org/blog/flexolmo", "status": "wip", "primaryApproachType": "new-infrastructures", "latestUpdate": "2025-07-09T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Research-oriented commons effort with no stable public adoption unit yet." }, { "id": "global-copyright-exchange", "slug": "global-copyright-exchange", "title": "GCX (Global Copyright Exchange)", "website": "https://www.gcx.co/", "status": "live", "primaryApproachType": "data-market-platform", "latestUpdate": "2025-05-15T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": true, "adoptionMetricFields": [ "dataVolume" ], "hasMetricEvidence": true, "metricEvidenceFields": [ "dataVolume" ], "metricEvidenceStatus": "sourced", "adoptionResearchStatus": "populated", "adoptionResearchNotes": "Official launch materials support a conservative catalog-size metric; newer official corpus claims exist but are currently undated." }, { "id": "gloo-ai-licensing", "slug": "gloo-ai-licensing", "title": "Gloo AI Licensing", "website": "https://docs.gloo.com/product-guides/licensing", "status": "live", "primaryApproachType": "data-market-platform", "latestUpdate": "2025-02-20T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": true, "adoptionMetricFields": [ "moneyVolume" ], "hasMetricEvidence": true, "metricEvidenceFields": [ "moneyVolume" ], "metricEvidenceStatus": "sourced", "adoptionResearchStatus": "populated", "adoptionResearchNotes": "Official launch materials support a conservative pooled-guarantee metric; broader participant totals are not clearly broken out." }, { "id": "gated-datasets", "slug": "gated-datasets", "title": "Hugging Face Gated Datasets", "website": "https://huggingface.co/docs/hub/datasets-gated", "status": "live", "primaryApproachType": "technical-blocking", "latestUpdate": "2025-08-18T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Could be large in practice, but platform-wide counts would be inferred unless Hugging Face publishes them." }, { "id": "human-native", "slug": "human-native", "title": "Human Native", "website": "https://www.humannative.ai/", "status": "live", "primaryApproachType": "data-market-platform", "latestUpdate": "2026-01-15T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Human Native has dated product and acquisition updates, but I could not find a stable public marketplace-size metric." }, { "id": "iab-tech-lab-comp", "slug": "iab-tech-lab-comp", "title": "IAB Tech Lab CoMP", "website": "https://iabtechlab.com/standards/comp-content-monetization-protocols-initiative/", "status": "wip", "primaryApproachType": "new-infrastructures", "latestUpdate": "2026-03-10T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "CoMP is still a standards effort rather than a deployed service, so adoption is not yet the right unit." }, { "id": "ai-pref", "slug": "ai-pref", "title": "IETF AI Preferences (AIPref)", "website": "https://datatracker.ietf.org/wg/aipref/about/", "status": "wip", "primaryApproachType": "attach-preference-signal", "latestUpdate": "2026-04-27T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Standards work in progress; draft maturity is the relevant evidence unit, and no deployment signal is available yet." }, { "id": "web-bot-auth", "slug": "web-bot-auth", "title": "IETF Web Bot Auth", "website": "https://datatracker.ietf.org/wg/webbotauth/about/", "status": "wip", "primaryApproachType": "new-infrastructures", "latestUpdate": "2026-04-01T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "IETF working group; adoption is not yet the right unit." }, { "id": "iptc-plus-data-mining-metadata", "slug": "iptc-plus-data-mining-metadata", "title": "IPTC + PLUS Data Mining Metadata", "website": "https://ns.useplus.org/LDF/ldf-XMPSpecification#DataMining", "status": "live", "primaryApproachType": "attach-preference-signal", "latestUpdate": "2026-03-30T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Standards-layer metadata fields are live, but public deployment is diffuse and hard to count cleanly." }, { "id": "microsoft-publisher-content-marketplace", "slug": "microsoft-publisher-content-marketplace", "title": "Microsoft Publisher Content Marketplace", "website": "https://about.ads.microsoft.com/en/blog/post/february-2026/building-toward-a-sustainable-content-economy-for-the-agentic-web", "status": "live", "primaryApproachType": "data-market-platform", "latestUpdate": "2026-02-03T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": true, "adoptionMetricFields": [ "usersCount" ], "hasMetricEvidence": true, "metricEvidenceFields": [ "usersCount" ], "metricEvidenceStatus": "sourced", "adoptionResearchStatus": "populated", "adoptionResearchNotes": "Launch announcement names seven initial publisher partners; broader marketplace adoption remains too early to quantify." }, { "id": "mozilla-data-collective", "slug": "mozilla-data-collective", "title": "Mozilla Data Collective", "website": "https://mozilladatacollective.com/", "status": "live", "primaryApproachType": "new-infrastructures", "latestUpdate": "2025-11-25T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": true, "adoptionMetricFields": [ "dataVolume" ], "hasMetricEvidence": true, "metricEvidenceFields": [ "dataVolume" ], "metricEvidenceStatus": "sourced", "adoptionResearchStatus": "populated", "adoptionResearchNotes": "The public homepage now supports a conservative visible dataset-count metric, while public materials still give less clarity on uploader/provider totals." }, { "id": "noml", "slug": "noml", "title": "NoML", "website": "https://noml.info/", "status": "archived", "primaryApproachType": "attach-preference-signal", "latestUpdate": "2023-10-25T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Proposal-stage directive with no canonical deployment tracker." }, { "id": "prorata", "slug": "prorata", "title": "ProRata / Gist", "website": "https://prorata.ai/", "status": "live", "primaryApproachType": "data-market-platform", "latestUpdate": "2025-09-05T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": true, "adoptionMetricFields": [ "usersCount" ], "hasMetricEvidence": true, "metricEvidenceFields": [ "usersCount" ], "metricEvidenceStatus": "sourced", "adoptionResearchStatus": "populated", "adoptionResearchNotes": "Publisher count is already recorded." }, { "id": "protege", "slug": "protege", "title": "Protege", "website": "https://withprotege.ai/", "status": "live", "primaryApproachType": "data-market-platform", "latestUpdate": "2026-02-12T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": true, "adoptionMetricFields": [ "usersCount" ], "hasMetricEvidence": true, "metricEvidenceFields": [ "usersCount" ], "metricEvidenceStatus": "sourced", "adoptionResearchStatus": "populated", "adoptionResearchNotes": "Organization count is already recorded." }, { "id": "publishers-rights", "slug": "publishers-rights", "title": "Publishers' Rights Organization", "website": "https://publishersrights.org/", "status": "live", "primaryApproachType": "join-licensing-collective", "latestUpdate": "2026-05-02T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "The coalition is now sourced, but I could not find a clean public member count worth recording yet." }, { "id": "rsl", "slug": "rsl", "title": "Really Simple Licensing (RSL)", "website": "https://rslstandard.org/", "status": "live", "primaryApproachType": "attach-formal-license", "latestUpdate": "2025-12-10T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": true, "adoptionMetricFields": [ "usersCount", "dataVolume" ], "hasMetricEvidence": true, "metricEvidenceFields": [ "usersCount", "dataVolume" ], "metricEvidenceStatus": "sourced", "adoptionResearchStatus": "populated", "adoptionResearchNotes": "Official standards-release materials now support organization and page-scale metrics." }, { "id": "social-license-data-reuse", "slug": "social-license-data-reuse", "title": "Social License for Data Reuse", "website": "https://blog.thegovlab.org/reimagining-data-governance-for-ai-operationalizing-social-licensing-for-data-reuse", "status": "wip", "primaryApproachType": "new-infrastructures", "latestUpdate": "2025-05-13T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Governance framework and toolkit rather than a product with obvious public usage counts." }, { "id": "sourceaudio-ai-dataset-licensing", "slug": "sourceaudio-ai-dataset-licensing", "title": "SourceAudio AI Dataset Licensing", "website": "https://www.sourceaudio.com/blog/2025/06/05/a-new-chapter-in-music-licensing/", "status": "live", "primaryApproachType": "data-market-platform", "latestUpdate": "2026-05-06T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": true, "adoptionMetricFields": [ "usersCount", "dataVolume", "moneyVolume" ], "hasMetricEvidence": true, "metricEvidenceFields": [ "usersCount", "dataVolume", "moneyVolume" ], "metricEvidenceStatus": "sourced", "adoptionResearchStatus": "populated", "adoptionResearchNotes": "Recent press-release materials support stronger catalog-count, song-count, and closed-contract revenue metrics for the opt-in AI licensing marketplace." }, { "id": "ai-txt", "slug": "ai-txt", "title": "Spawning ai.txt", "website": "https://site.spawning.ai/spawning-ai-txt", "status": "wip", "primaryApproachType": "attach-preference-signal", "latestUpdate": "2025-08-28T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Informal proposed signal with diffuse deployment and no canonical public adoption tracker." }, { "id": "spawning-data-diligence", "slug": "spawning-data-diligence", "title": "Spawning Data Diligence", "website": "https://github.com/Spawning-Inc/datadiligence", "status": "live", "primaryApproachType": "new-infrastructures", "latestUpdate": "2024-10-09T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Developer tooling with no strong public reporting surface beyond indirect signals." }, { "id": "do-not-train-registry", "slug": "do-not-train-registry", "title": "Spawning Do Not Train Registry", "website": "https://haveibeentrained.com/", "status": "wip", "primaryApproachType": "new-infrastructures", "latestUpdate": "2025-09-15T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Registry workflow is in flux and public counts are not clearly available right now." }, { "id": "spur", "slug": "spur", "title": "SPUR (Standards for Publisher Usage Rights)", "website": "https://www.spurcoalition.org/", "status": "wip", "primaryApproachType": "join-licensing-collective", "latestUpdate": "2026-05-11T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": true, "adoptionMetricFields": [ "usersCount" ], "hasMetricEvidence": true, "metricEvidenceFields": [ "usersCount" ], "metricEvidenceStatus": "sourced", "adoptionResearchStatus": "populated", "adoptionResearchNotes": "Mediahuis has joined the original five founding members, but SPUR remains standards and coordination infrastructure rather than a collective licensing body." }, { "id": "stack-data-licensing", "slug": "stack-data-licensing", "title": "Stack Data Licensing", "website": "https://stackoverflow.co/data-licensing/", "status": "live", "primaryApproachType": "data-market-platform", "latestUpdate": "2026-05-14T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": true, "adoptionMetricFields": [ "dataVolume" ], "hasMetricEvidence": true, "metricEvidenceFields": [ "dataVolume" ], "metricEvidenceStatus": "sourced", "adoptionResearchStatus": "populated", "adoptionResearchNotes": "Current official product materials now support an 83M+ question-and-answer corpus metric, captured during the May 2026 review." }, { "id": "syftbox", "slug": "syftbox", "title": "SyftBox", "website": "https://openmined.org/syftbox/", "status": "live", "primaryApproachType": "new-infrastructures", "latestUpdate": "2025-11-12T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Open-source infrastructure project without a clearly disclosed adoption metric." }, { "id": "tdm-ai", "slug": "tdm-ai", "title": "TDM·AI", "website": "https://tdmai.org/", "status": "wip", "primaryApproachType": "attach-preference-signal", "latestUpdate": "2025-11-04T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Emerging protocol, not yet a broadly deployed service." }, { "id": "tdmrep", "slug": "tdmrep", "title": "TDMRep (W3C)", "website": "https://www.w3.org/community/tdmrep/", "status": "live", "primaryApproachType": "attach-preference-signal", "latestUpdate": "2025-10-01T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Community standard adoption is diffuse and difficult to measure without a dedicated survey or crawl." }, { "id": "tk-labels", "slug": "tk-labels", "title": "TK Labels", "website": "https://localcontexts.org/labels/traditional-knowledge-labels/", "status": "live", "primaryApproachType": "attach-preference-signal", "latestUpdate": "2022-06-17T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Local Contexts publishes broader program signals, but AI-relevant uptake is not cleanly separated." }, { "id": "tollbit", "slug": "tollbit", "title": "TollBit", "website": "https://tollbit.com/", "status": "live", "primaryApproachType": "add-tollgate", "latestUpdate": "2025-12-16T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": true, "adoptionMetricFields": [ "usersCount" ], "hasMetricEvidence": true, "metricEvidenceFields": [ "usersCount" ], "metricEvidenceStatus": "sourced", "adoptionResearchStatus": "populated", "adoptionResearchNotes": "Official materials support a conservative premium-publisher count; newer secondary interviews suggest a larger network, but first-party surfaces use different publisher-site counts." }, { "id": "trust-txt", "slug": "trust-txt", "title": "trust.txt", "website": "https://journallist.net/", "status": "live", "primaryApproachType": "attach-preference-signal", "latestUpdate": "2025-02-21T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": true, "adoptionMetricFields": [ "usersCount" ], "hasMetricEvidence": true, "metricEvidenceFields": [ "usersCount" ], "metricEvidenceStatus": "sourced", "adoptionResearchStatus": "populated", "adoptionResearchNotes": "RJI reports the JournalList network at about 3,000 participating publishers, giving this lightweight signal a conservative announced adoption figure." }, { "id": "user-intents", "slug": "user-intents", "title": "User Intents", "website": "https://demo.user-intents.org/", "status": "wip", "primaryApproachType": "attach-preference-signal", "latestUpdate": "2025-03-08T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": false, "adoptionMetricFields": [], "hasMetricEvidence": false, "metricEvidenceFields": [], "metricEvidenceStatus": "not-applicable", "adoptionResearchStatus": "hard-to-quantify", "adoptionResearchNotes": "Proposal and demo stage, not yet a network-wide deployed control." }, { "id": "vaisual-marketplace", "slug": "vaisual-marketplace", "title": "vAIsual", "website": "https://vaisual.com/", "status": "archived", "primaryApproachType": "data-market-platform", "latestUpdate": "2023-05-01T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": true, "adoptionMetricFields": [ "dataVolume" ], "hasMetricEvidence": true, "metricEvidenceFields": [ "dataVolume" ], "metricEvidenceStatus": "sourced", "adoptionResearchStatus": "populated", "adoptionResearchNotes": "Official materials now support a conservative image-corpus metric." }, { "id": "wikimedia-enterprise", "slug": "wikimedia-enterprise", "title": "Wikimedia Enterprise", "website": "https://enterprise.wikimedia.com/", "status": "live", "primaryApproachType": "new-infrastructures", "latestUpdate": "2026-01-15T00:00:00.000Z", "evidenceStatus": "tracked", "hasAdoptionMetrics": true, "adoptionMetricFields": [ "usersCount", "dataVolume" ], "hasMetricEvidence": true, "metricEvidenceFields": [ "usersCount", "dataVolume" ], "metricEvidenceStatus": "sourced", "adoptionResearchStatus": "populated", "adoptionResearchNotes": "Partner and corpus-volume signals are already recorded." } ] }