do companies reveal data sources used to train ai - SERP Analysis

https://www.potterclarkson.com/insights/what-data-is-used-to-train-an-ai-where-does-it-come-from-and-who-owns-it/

https://www.scientificamerican.com/article/your-personal-information-is-probably-being-used-to-train-generative-ai-models/

https://www.reddit.com/r/aiwars/comments/1dsirbo/there_is_no_contradiction_the_data_is_publicly/

https://www.vox.com/technology/2023/7/27/23808499/ai-openai-google-meta-data-privacy-nope

https://mitsloan.mit.edu/ideas-made-to-matter/bringing-transparency-to-data-used-to-train-artificial-intelligence

https://www.technologyreview.com/2024/07/02/1094508/ai-companies-are-finally-being-forced-to-cough-up-for-training-data/

https://www.youtube.com/watch?v=a7CoU21Awpo

https://www.quora.com/Where-do-AI-startups-get-their-data

https://www.axios.com/2024/04/05/open-ai-training-data-public-available-meaning

https://theodi.org/news-and-events/blog/policy-intervention-1-increase-transparency-around-the-data-used-to-train-ai-models/

https://www.wired.com/story/how-to-stop-your-data-from-being-used-to-train-ai/

https://www.quora.com/How-does-an-AI-startup-collect-training-data

https://hdsr.mitpress.mit.edu/pub/xau9dza3

https://www.bloomberglaw.com/external/document/XDEBUU4K000000/data-collection-management-professional-perspective-how-companie

https://help.openai.com/en/articles/5722486-how-your-data-is-used-to-improve-model-performance

https://openfuture.eu/blog/advancing-training-data-transparency-in-the-eu-ai-act/

https://meta.stackexchange.com/questions/388551/is-se-going-to-be-selling-our-content-for-ai-model-training-and-what-exactly

https://academic.oup.com/jiplp/article/20/3/182/7922541

https://today.yougov.com/technology/articles/49867-americans-consent-be-required-data-used-to-train-ai-models-artificial-intelligence-poll

https://hai.stanford.edu/news/privacy-ai-era-how-do-we-protect-our-personal-information

https://www.theverge.com/2024/4/10/24126382/copyright-ai-bill-congress-schiff-training-data

https://www.fchobservatory.eu/where-does-ai-get-data-from/

https://denser.ai/blog/train-ai-on-company-data/

https://www.raconteur.net/technology/how-to-acquire-data-for-your-ai-models-ethically

https://termly.io/resources/articles/is-ai-model-training-compliant-with-data-privacy-laws/

https://its.unc.edu/2024/01/25/ai-data-privacy-and-you/

https://www.nature.com/articles/d41586-024-02757-z

https://meta.stackexchange.com/questions/388604/if-a-company-makes-a-commercial-use-of-an-ai-model-trained-on-se-data-and-attrib

https://www.oracle.com/artificial-intelligence/ai-model-training/

https://www.techtarget.com/searchcio/tip/AI-transparency-What-is-it-and-why-do-we-need-it

https://www.promptcloud.com/blog/how-to-train-ai-models-with-external-data/

https://www.mintz.com/insights-center/viewpoints/54731/2024-01-10-unfair-use-copyrighted-works-ai-training-data-ai

https://www.proofnews.org/apple-nvidia-anthropic-used-thousands-of-swiped-youtube-videos-to-train-ai/

https://terms.law/2024/05/02/legalities-of-using-customer-data-for-ai-training/

https://iapp.org/news/a/training-ai-on-personal-data-scraped-from-the-web

https://www.imperial.ac.uk/news/255193/hidden-data-could-reveal-ai-model/

https://news.ycombinator.com/item?id=38744785

https://www.neuralconcept.com/post/data-collection-and-generation-for-ai-models

https://www.nytimes.com/2024/07/19/technology/ai-data-restrictions.html

https://easyengineering.eu/are-we-running-out-of-ai-training-data/

https://imergeadvisors.com/what-should-we-disclose-about-our-ai-training-data-and-methods-to-a-potential-acquirer-to-avoid-any-legal-or-compliance-surprises-later-on/

https://www.universalcreativesolutions.com/insights/post/companies-could-run-out-of-data-to-train-ai-weve-gathered-some-solutions

https://www.monolithai.com/blog/data-sources-for-machine-learning

https://www.publicissapient.com/insights/data-security-for-ai

https://www.revealdata.com/

https://www.airoboticslaw.com/blog/machine-learning-data-do-you-really-have-rights-to-use-it

https://keylabs.ai/blog/finding-the-best-training-data-for-your-ai-model/

https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/the-data-dividend-fueling-generative-ai

https://www.domo.com/glossary/ai-big-data

https://www.mdpi.com/2076-3417/13/12/7082

https://www.technologyreview.com/2024/12/18/1108796/this-is-where-the-data-to-build-ai-comes-from/

https://observer.com/2024/07/ai-training-data-crisis/

https://www.youtube.com/watch?v=9lBTS5dM27c

https://www.labaton.com/news-insights/the-ai-revolution-comes-with-data-privacy-risks-what-consumers-should-know

https://www.uniphore.com/glossary/ai-training-data/

https://www.nytimes.com/2024/04/06/technology/ai-data-tech-companies.html

https://www.reuters.com/technology/inside-big-techs-underground-race-buy-ai-training-data-2024-04-05/

https://www.techtarget.com/searchenterpriseai/tip/How-do-big-data-and-AI-work-together

https://www.forbes.com/sites/bernardmarr/2023/05/17/20-amazing-and-free-data-sources-anyone-can-use-to-build-ais/

https://scoop.market.us/ai-training-dataset-statistics/

https://itsartlaw.org/2024/05/21/generative-ai-and-transparency-of-databases-and-their-content-from-a-copyright-perspective/

https://community.openai.com/t/training-openai-on-a-private-dataset/38601

https://blog.hubspot.com/marketing/publicly-available-training-data

https://www.rws.com/artificial-intelligence/train-ai-data-services/blog/seven-common-AI-training-challenges-and-how-to-address-them/

https://ovic.vic.gov.au/privacy/resources-for-organisations/artificial-intelligence-and-privacy-issues-and-challenges/

https://www.damcogroup.com/blogs/exploring-ai-impact-on-data-collection-companies

https://www.sciencedirect.com/science/article/pii/S2666603022000136

https://www.itpro.com/technology/artificial-intelligence/who-owns-the-data-used-to-train-ai

https://www.skadden.com/insights/publications/2025/05/copyright-office-report

https://datarade.ai/data-categories/ai-ml-training-data

https://www.datamation.com/artificial-intelligence/ai-companies/

https://www.debevoisedatablog.com/2025/02/04/ai-discovery-battles-heat-up-as-ai-developer-ordered-to-produce-training-data/

https://www.copyright.gov/ai/Copyright-and-Artificial-Intelligence-Part-3-Generative-AI-Training-Report-Pre-Publication-Version.pdf

https://rivery.io/data-learning-center/unstructured-data-with-ai/

https://authorsguild.org/resource/ai-best-practices-for-authors/

https://www.digitalrealty.com/resources/articles/data-center-ai

https://frostbrowntodd.com/beware-privacy-risks-in-training-ai-models-with-health-data-3/

https://keymakr.com/blog/advanced-ai-model-training-techniques-explained/

https://www.oaic.gov.au/privacy/privacy-guidance-for-organisations-and-government-agencies/guidance-on-privacy-and-the-use-of-commercially-available-ai-products

https://www.arl.org/blog/training-generative-ai-models-on-copyrighted-works-is-fair-use/

https://www.ifrahlaw.com/ftc-beat/how-does-ai-use-the-data-you-give-it/

https://cloud.google.com/transform/101-real-world-generative-ai-use-cases-from-industry-leaders

https://thesocialshepherd.com/blog/ai-statistics

https://privacy.anthropic.com/en/articles/10023555-how-do-you-use-personal-data-in-model-training

https://www.readynez.com/en/blog/exploring-the-link-between-data-and-artificial-intelligence/

https://velaro.com/blog/the-privacy-paradox-of-ai-emerging-challenges-on-personal-data

https://web.swipeinsight.app/posts/google-s-gemini-training-data-sources-a-deep-dive-into-tech-companies-transparency-5846

https://www.thedigitalspeaker.com/privacy-age-ai-risks-challenges-solutions/

https://iapp.org/resources/article/consumer-perspectives-of-privacy-and-ai/

https://theinnovator.news/data-limitations-are-constraining-ai-development/

https://btlj.org/wp-content/uploads/2023/02/0003-36-4Quang.pdf

https://transcend.io/blog/ai-and-privacy

https://stackoverflow.blog/2023/10/23/privacy-in-the-age-of-generative-ai/

https://ico.org.uk/for-organisations/uk-gdpr-guidance-and-resources/artificial-intelligence/guidance-on-ai-and-data-protection/how-should-we-assess-security-and-data-minimisation-in-ai/

https://wasabi.com/blog/data-protection/security-and-compliance-concerns-for-ai-datasets

https://indatalabs.com/blog/data-privacy-and-ai-models

https://smith.ai/blog/owned-vs-shared-data-how-popular-tools-are-training-ai-models

https://www.jll.com/en-uk/insights/four-strategic-location-factors-for-ai-training-data-centres

http://privacyinternational.org/explainer/5357/humans-ai-loop-data-labelers-behind-some-most-powerful-llms-training-datasets

https://www.library.hbs.edu/working-knowledge/qa-seth-neel-on-machine-unlearning-and-the-right-to-be-forgotten