Humwork policy evolution
Before/after stance changes across captured policy versions, with exact citations. If no before/after delta is available yet, AIRIN shows the latest citation-backed stance events instead.
No before/after stance delta is available for this filter yet. Latest citation-backed stance events are shown below.
Jul 20, 2026traininghigh
model training
Latest stance: training permitted
“You retain ownership of your User Content. By submitting User Content to the Services, you grant Humwork a worldwide, non-exclusive, royalty-free, sublicensable, transferable, perpetual, and irrevocable license to use, reproduce, modify, adapt, publish, translate, create derivative works from, distribute, perform, display, and otherwise exploit your User Content for the following purposes: Operating, providing, maintaining, and improving the Services. Facilitating consultations and delivering content to other users as part of normal platform operation. Developing, training, and improving machine learning models and artificial intelligence systems, both for use within the Services and for broader applications. Creating, licensing, and distributing datasets — including synthetic datasets — derived from platform interactions for AI research, model training, and development purposes. Any other purpose described in our Privacy Policy . This license survives termination of your account. For more information about how we use your content, see Sections 2 and 4 of our Privacy Policy .”
Open citationJul 20, 2026traininghigh
model training
Latest stance: training permitted
“In addition to the User Content license above, Experts grant Humwork an irrevocable, perpetual, worldwide, royalty-free, sublicensable, and transferable license to use, reproduce, modify, create derivative works from, distribute, display, and commercially exploit all content provided through consultations and qualification processes (“Expert Content”), including consultation responses, knowledge contributions, interview responses, and assessment data, for: All purposes described in Section 6.2. Training, developing, and improving AI models and systems. Creating and commercially licensing datasets for AI research and development. Analyzing patterns in expert knowledge to develop new products and services. By participating as an Expert on the platform, you acknowledge that your Expert Content may be used to train AI models and that such models may generate outputs similar to or derived from your contributions.”
Open citationJul 20, 2026traininglow
content ownership
Latest stance: user retains rights
“You retain ownership of your User Content. By submitting User Content to the Services, you grant Humwork a worldwide, non-exclusive, royalty-free, sublicensable, transferable, perpetual, and irrevocable license to use, reproduce, modify, adapt, publish, translate, create derivative works from, distribute, perform, display, and otherwise exploit your User Content for the following purposes: Operating, providing, maintaining, and improving the Services. Facilitating consultations and delivering content to other users as part of normal platform operation. Developing, training, and improving machine learning models and artificial intelligence systems, both for use within the Services and for broader applications. Creating, licensing, and distributing datasets — including synthetic datasets — derived from platform interactions for AI research, model training, and development purposes. Any other purpose described in our Privacy Policy . This license survives termination of your account. For more information about how we use your content, see Sections 2 and 4 of our Privacy Policy .”
Open citationJul 20, 2026traininghigh
content license
Latest stance: sublicensable or transferable
“You retain ownership of your User Content. By submitting User Content to the Services, you grant Humwork a worldwide, non-exclusive, royalty-free, sublicensable, transferable, perpetual, and irrevocable license to use, reproduce, modify, adapt, publish, translate, create derivative works from, distribute, perform, display, and otherwise exploit your User Content for the following purposes: Operating, providing, maintaining, and improving the Services. Facilitating consultations and delivering content to other users as part of normal platform operation. Developing, training, and improving machine learning models and artificial intelligence systems, both for use within the Services and for broader applications. Creating, licensing, and distributing datasets — including synthetic datasets — derived from platform interactions for AI research, model training, and development purposes. Any other purpose described in our Privacy Policy . This license survives termination of your account. For more information about how we use your content, see Sections 2 and 4 of our Privacy Policy .”
Open citationJul 20, 2026traininghigh
content license
Latest stance: sublicensable or transferable
“In addition to the User Content license above, Experts grant Humwork an irrevocable, perpetual, worldwide, royalty-free, sublicensable, and transferable license to use, reproduce, modify, create derivative works from, distribute, display, and commercially exploit all content provided through consultations and qualification processes (“Expert Content”), including consultation responses, knowledge contributions, interview responses, and assessment data, for: All purposes described in Section 6.2. Training, developing, and improving AI models and systems. Creating and commercially licensing datasets for AI research and development. Analyzing patterns in expert knowledge to develop new products and services. By participating as an Expert on the platform, you acknowledge that your Expert Content may be used to train AI models and that such models may generate outputs similar to or derived from your contributions.”
Open citationJul 20, 2026trainingmedium
content license
Latest stance: broad license
“In addition to the User Content license above, Experts grant Humwork an irrevocable, perpetual, worldwide, royalty-free, sublicensable, and transferable license to use, reproduce, modify, create derivative works from, distribute, display, and commercially exploit all content provided through consultations and qualification processes (“Expert Content”), including consultation responses, knowledge contributions, interview responses, and assessment data, for: All purposes described in Section 6.2. Training, developing, and improving AI models and systems. Creating and commercially licensing datasets for AI research and development. Analyzing patterns in expert knowledge to develop new products and services. By participating as an Expert on the platform, you acknowledge that your Expert Content may be used to train AI models and that such models may generate outputs similar to or derived from your contributions.”
Open citationJul 20, 2026trainingmedium
content license
Latest stance: broad license
“You retain ownership of your User Content. By submitting User Content to the Services, you grant Humwork a worldwide, non-exclusive, royalty-free, sublicensable, transferable, perpetual, and irrevocable license to use, reproduce, modify, adapt, publish, translate, create derivative works from, distribute, perform, display, and otherwise exploit your User Content for the following purposes: Operating, providing, maintaining, and improving the Services. Facilitating consultations and delivering content to other users as part of normal platform operation. Developing, training, and improving machine learning models and artificial intelligence systems, both for use within the Services and for broader applications. Creating, licensing, and distributing datasets — including synthetic datasets — derived from platform interactions for AI research, model training, and development purposes. Any other purpose described in our Privacy Policy . This license survives termination of your account. For more information about how we use your content, see Sections 2 and 4 of our Privacy Policy .”
Open citationJul 20, 2026traininghigh
model training
Latest stance: training permitted
“Experts acknowledge that their responses, expertise, assessments, and all content provided through consultations and qualification processes (“Expert Content”) may be used by Humwork for any purpose described in Section 2, including training and improving AI models, creating datasets, and licensing such datasets for AI research and development. By participating as an Expert on the platform, you grant Humwork an irrevocable, perpetual, worldwide, royalty-free, sublicensable, and transferable license to use Expert Content for these purposes.”
Open citationJul 20, 2026traininghigh
content license
Latest stance: sublicensable or transferable
“Experts acknowledge that their responses, expertise, assessments, and all content provided through consultations and qualification processes (“Expert Content”) may be used by Humwork for any purpose described in Section 2, including training and improving AI models, creating datasets, and licensing such datasets for AI research and development. By participating as an Expert on the platform, you grant Humwork an irrevocable, perpetual, worldwide, royalty-free, sublicensable, and transferable license to use Expert Content for these purposes.”
Open citationJul 20, 2026trainingmedium
content license
Latest stance: broad license
“Experts acknowledge that their responses, expertise, assessments, and all content provided through consultations and qualification processes (“Expert Content”) may be used by Humwork for any purpose described in Section 2, including training and improving AI models, creating datasets, and licensing such datasets for AI research and development. By participating as an Expert on the platform, you grant Humwork an irrevocable, perpetual, worldwide, royalty-free, sublicensable, and transferable license to use Expert Content for these purposes.”
Open citationJul 20, 2026trainingmedium
data sharing
Latest stance: third party or vendor sharing
“We may share de-identified, aggregated, or anonymized Consultation Data and platform interaction data with third-party partners for the purpose of AI research, model training, and development. This may include commercially licensing datasets to AI research organizations and model developers. Such sharing is conducted under contractual protections that prohibit re-identification of individuals and require the data to be used for AI research, development, and related purposes.”
Open citationJul 20, 2026traininghigh
model training
Latest stance: training permitted
“Training, developing, and improving machine learning models and artificial intelligence systems that power our platform (such as expert matching, question routing, and content analysis) Generating aggregated, de-identified, or anonymized datasets derived from platform interactions for analytics, research, and development purposes”
Open citationJul 20, 2026traininghigh
model training
Latest stance: training permitted
“We use Consultation Data, Expert assessment responses, and other platform interaction data to: Improve the quality and accuracy of our AI-powered matching and routing systems Develop, train, and enhance machine learning models and AI technologies, both for use within our Services and for broader applications in the field of artificial intelligence Create and license datasets for AI research, model training, and development purposes Analyze patterns in expert knowledge and consultation outcomes to advance the state of AI-assisted problem solving When we use data for AI development purposes, we apply appropriate technical safeguards, including de-identification and aggregation techniques where feasible, to protect individual privacy.”
Open citationGenerated from live stance events. Informational only, not legal advice.