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, 2026governing lawmedium
dispute terms
Latest stance: arbitration or waiver
“The arbitrator, and not any federal, state, or local court, shall have exclusive authority to resolve any dispute relating to the interpretation, applicability, enforceability, or formation of this arbitration agreement, including any claim that all or any part of this arbitration agreement is void or voidable.”
Open citationJul 20, 2026governing lawmedium
dispute terms
Latest stance: arbitration or waiver
“If twenty-five (25) or more similar claims are filed against Humwork within a ninety (90) day period, whether by the same counsel or coordinated by the same organization, the following procedures apply: Bellwether Selection. Up to fifteen (15) claims will be randomly selected as bellwether cases and arbitrated individually. All other claims shall be stayed pending resolution of the bellwether cases. Mediation. Following resolution of the bellwether cases, the parties shall engage in a single mediation to attempt to resolve the remaining claims, informed by the bellwether outcomes. Batched Filing. If mediation does not resolve all remaining claims, additional claims shall be filed and arbitrated in batches of no more than fifty (50) at a time. Fees. Humwork will pay all arbitration fees for claims subject to this mass arbitration process. These procedures are intended to promote efficient resolution while preserving each party's right to individual arbitration.”
Open citationJul 20, 2026governing lawmedium
dispute terms
Latest stance: arbitration or waiver
“Humwork will pay all arbitration filing fees, administration, and arbitrator costs beyond the initial filing fee that you would have paid to file a claim in court. If the arbitrator determines that your claim was frivolous or brought for an improper purpose, fee allocation shall be governed by the applicable arbitration rules.”
Open citationJul 20, 2026governing lawmedium
dispute terms
Latest stance: arbitration or waiver
“You may opt out of this arbitration provision by sending written notice to founders@humwork.ai within thirty (30) days of first accepting these Terms. Your notice must include your name, mailing address, and a clear statement that you wish to opt out of the arbitration clause. If you opt out, you and Humwork agree to submit to the exclusive jurisdiction of the courts specified in Section 14.3.”
Open citationJul 20, 2026governing lawmedium
dispute terms
Latest stance: arbitration or waiver
“For any disputes not subject to arbitration, you and Humwork consent to the exclusive jurisdiction and venue of the state and federal courts located in Wilmington, Delaware.”
Open citationJul 20, 2026indemnity / liabilitymedium
legal burden
Latest stance: liability limited
“THE SERVICES ARE PROVIDED ON AN “AS IS” AND “AS AVAILABLE” BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED. TO THE FULLEST EXTENT PERMITTED BY APPLICABLE LAW, HUMWORK DISCLAIMS ALL WARRANTIES, INCLUDING BUT NOT LIMITED TO IMPLIED WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, TITLE, AND NON-INFRINGEMENT.”
Open citationJul 20, 2026indemnity / liabilitymedium
legal burden
Latest stance: liability limited
“If you access the Services through a mobile application downloaded from the Apple App Store or Google Play Store, the following additional terms apply: These Terms are between you and Humwork, not with Apple Inc. (“Apple”) or Google LLC (“Google”). Apple and Google have no obligation to provide maintenance, support, or warranty for the application. In the event of any failure of the application to conform to any applicable warranty, your sole remedy is a refund of the purchase price of the application (if any). Apple, Google, and their subsidiaries are third-party beneficiaries of these Terms solely with respect to this Section and have the right to enforce this Section. You represent that you are not located in a country subject to a U.S. Government embargo or that has been designated as a “terrorist supporting” country, and you are not on any U.S. Government list of prohibited or restricted parties. You must comply with all applicable third-party terms of agreement when using the application (e.g., your wireless data service agreement).”
Open citationJul 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, 2026moderationhigh
content ownership
Latest stance: platform claims or reserves rights
“We reserve the right to terminate the accounts of users who are repeat infringers of intellectual property rights.”
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, 2026indemnity / liabilityhigh
content ownership
Latest stance: platform claims or reserves rights
“We reserve the right to modify, suspend, or discontinue the Services (or any part thereof) at any time, with or without notice. We will not be liable to you or any third party for any modification, suspension, or discontinuation of the Services.”
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, 2026moderationmedium
data sharing
Latest stance: third party or vendor sharing
“Experts agree to: Provide honest, accurate, and professional responses during consultations. Not misrepresent their qualifications, expertise, or credentials. Respond to accepted consultation requests in a timely manner. Comply with all applicable laws and professional standards in their jurisdiction. Not solicit Clients for engagements outside the platform. Not share Client information obtained during consultations with unauthorized third parties.”
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, 2026moderationhigh
content ownership
Latest stance: platform claims or reserves rights
“We reserve the right, but have no obligation, to monitor, review, or moderate User Content or user activity. We may, at our sole discretion and without prior notice, remove content, suspend access, or terminate accounts that we determine violate these Terms or that we find objectionable for any reason.”
Open citationJul 20, 2026commercial usehigh
content ownership
Latest stance: platform claims or reserves rights
“Earnings. Experts earn credits for completed consultations. The platform retains a service fee from each consultation; the remainder is credited to the Expert's account. Current fee rates are communicated to Experts during onboarding. Payout Requests. Experts may request payouts once their earned credit balance meets the minimum payout threshold displayed in the Expert dashboard. Payout Processing. Payouts are processed through our payment processor's connected account system (Stripe Connect). Experts must complete account setup and provide valid banking information to their connected account to receive payouts. Payout Timing. Approved payouts are typically processed within 2-7 business days, though timing may vary based on the payment processor's schedule and your financial institution. Payout Approval. Payout requests are subject to review and approval by Humwork. We reserve the right to delay or deny payout requests if we reasonably suspect fraud, policy violations, or other irregularities. Failed Payouts. If a payout transfer fails, the corresponding credits will be refunded to your Expert account and you will be notified of the failure reason.”
Open citationJul 20, 2026governing lawmedium
dispute terms
Latest stance: arbitration or waiver
“Any dispute, claim, or controversy arising out of or relating to these Terms or the Services that cannot be resolved informally shall be resolved by binding individual arbitration administered by JAMS under its Streamlined Arbitration Rules and Procedures, or by any other arbitration institution mutually agreed upon by the parties. The arbitration shall take place in the county where you reside or, at your election, by telephone, video conference, or based on written submissions.”
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, 2026prompt ownershiphigh
content license
Latest stance: sublicensable or transferable
“You retain ownership of the content you submit to the Services (“Your Content”). By using 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, display, and otherwise exploit Your Content in connection with operating, providing, improving, and developing the Services and for the purposes described in this Privacy Policy, including those set forth in Sections 2.2 and 2.3.”
Open citationJul 20, 2026prompt ownershipmedium
content license
Latest stance: broad license
“You retain ownership of the content you submit to the Services (“Your Content”). By using 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, display, and otherwise exploit Your Content in connection with operating, providing, improving, and developing the Services and for the purposes described in this Privacy Policy, including those set forth in Sections 2.2 and 2.3.”
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, 2026prompt ownershiplow
content ownership
Latest stance: user retains rights
“You retain ownership of the content you submit to the Services (“Your Content”). By using 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, display, and otherwise exploit Your Content in connection with operating, providing, improving, and developing the Services and for the purposes described in this Privacy Policy, including those set forth in Sections 2.2 and 2.3.”
Open citationJul 20, 2026subprocessors / sharingmedium
data sharing
Latest stance: third party or vendor sharing
“We share information with third-party service providers who perform services on our behalf, including:”
Open citationJul 20, 2026subprocessors / sharinghigh
data sharing
Latest stance: sale or sell
“We do not sell your personal information to third parties for their own direct marketing purposes. We may share your information in the following circumstances:”
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, 2026privacymedium
data sharing
Latest stance: third party or vendor sharing
“If you are a California resident, you have additional rights under the California Consumer Privacy Act (CCPA/CPRA): Right to Know. You may request that we disclose the categories and specific pieces of personal information we have collected about you, the sources of collection, the purposes of collection, and the categories of third parties with whom we share your information. Right to Delete. You may request deletion of your personal information, subject to certain exceptions. Right to Correct. You may request correction of inaccurate personal information. Right to Opt-Out. You may opt out of the “sale” or “sharing” of your personal information as defined under the CCPA. To the extent our sharing of data with AI development partners constitutes a “sale” under the CCPA, you may opt out by contacting us at founders@humwork.ai . Right to Limit Use of Sensitive Personal Information. You may request that we limit the use of sensitive personal information to purposes necessary to provide the Services. Non-Discrimination. We will not discriminate against you for exercising your CCPA rights. Categories of Personal Information Collected (past 12 months):”
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.