{"id":1958,"date":"2025-02-10T15:26:15","date_gmt":"2025-02-10T15:26:15","guid":{"rendered":"https:\/\/solutionsreview.com\/thought-leaders\/?p=1958"},"modified":"2025-02-10T15:26:15","modified_gmt":"2025-02-10T15:26:15","slug":"your-data-their-ai-what-companies-dont-tell-you-about-anonymized-data","status":"publish","type":"post","link":"https:\/\/solutionsreview.com\/thought-leaders\/your-data-their-ai-what-companies-dont-tell-you-about-anonymized-data\/","title":{"rendered":"Your Data, Their AI: What Companies Don’t Tell You About “Anonymized” Data"},"content":{"rendered":"
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\"\"<\/p>\n

Every day, you\u2019re leaving behind data, clicks, searches, purchases, and preferences. Companies collect this information, remove your name or email, and call it \u201c\ud835\udc00\ud835\udc27\ud835\udc28\ud835\udc27\ud835\udc32\ud835\udc26\ud835\udc22\ud835\udc33\ud835\udc1e\ud835\udc1d.\u201d Sounds safe, right? Yet, what happens next should make you think twice.<\/p>\n

\ud835\udc07\ud835\udc1e\ud835\udc2b\ud835\udc1e\u2019\ud835\udc2c \ud835\udc2d\ud835\udc21\ud835\udc1e \ud835\udc1d\ud835\udc1e\ud835\udc1a\ud835\udc25: even when your personal information is stripped out, your behaviors, patterns, and choices remain. This \u201c\ud835\udc27\ud835\udc28\ud835\udc2b\ud835\udc26\ud835\udc1a\ud835\udc25\ud835\udc22\ud835\udc33\ud835\udc1e\ud835\udc1d\u201d data is incredibly valuable for training AI systems, and most of the time, you\u2019ve already agreed to it without realizing it.<\/p>\n

\ud835\udc16\ud835\udc21\ud835\udc1a\ud835\udc2d \ud835\udc18\ud835\udc28\ud835\udc2e \ud835\udc0c\ud835\udc1a\ud835\udc32 \ud835\udc0d\ud835\udc28\ud835\udc2d \ud835\udc0a\ud835\udc27\ud835\udc28\ud835\udc30<\/h3>\n

Anonymized or cleaned data often falls into a legal gray area. While companies claim it\u2019s free of personal identifiers, vague policies or partnerships can allow even more data to be touched than you might expect. For example:<\/p>\n

    \n
  • Anonymized data is often combined with other datasets, making it possible to infer additional details about you.<\/li>\n
  • \u201c\ud835\udc08\ud835\udc26\ud835\udc29\ud835\udc2b\ud835\udc28\ud835\udc2f\ud835\udc22\ud835\udc27\ud835\udc20 \ud835\udc2c\ud835\udc1e\ud835\udc2b\ud835\udc2f\ud835\udc22\ud835\udc1c\ud835\udc1e\ud835\udc2c\u201d or \u201c\ud835\udc2d\ud835\udc2b\ud835\udc1a\ud835\udc22\ud835\udc27\ud835\udc22\ud835\udc27\ud835\udc20 \ud835\udc00\ud835\udc08\u201d clauses in End User License Agreements (EULAs) often allow companies to normalize and share far more data than users understand.<\/li>\n<\/ul>\n

    Even well-intentioned anonymization can raise questions about how much of your digital footprint is indirectly exposed when datasets are linked or shared across systems.<\/p>\n

    \ud835\udc13\ud835\udc21\ud835\udc1e \ud835\udc01\ud835\udc22\ud835\udc20\ud835\udc20\ud835\udc1e\ud835\udc2b \ud835\udc0f\ud835\udc22\ud835\udc1c\ud835\udc2d\ud835\udc2e\ud835\udc2b\ud835\udc1e<\/h3>\n

    By collecting first-touch data (directly from you), second-touch data (from partners), and third-touch data (purchased externally), companies build comprehensive models of user behavior. Yet, with unclear rules and a lack of transparency, we often don\u2019t realize the full extent of how our data is being used or combined behind the scenes.<\/p>\n

    \u201c\ud835\udc34\ud835\udc5b\ud835\udc5c\ud835\udc5b\ud835\udc66\ud835\udc5a\ud835\udc56\ud835\udc67\ud835\udc52\ud835\udc51 \ud835\udc51\ud835\udc4e\ud835\udc61\ud835\udc4e \ud835\udc56\ud835\udc60\ud835\udc5b\u2019\ud835\udc61 \ud835\udc56\ud835\udc5b\ud835\udc63\ud835\udc56\ud835\udc60\ud835\udc56\ud835\udc4f\ud835\udc59\ud835\udc52, \ud835\udc4e\ud835\udc5b\ud835\udc51 \ud835\udc63\ud835\udc4e\ud835\udc54\ud835\udc62\ud835\udc52 \ud835\udc5d\ud835\udc5c\ud835\udc59\ud835\udc56\ud835\udc50\ud835\udc56\ud835\udc52\ud835\udc60 \ud835\udc50\ud835\udc5f\ud835\udc52\ud835\udc4e\ud835\udc61\ud835\udc52 \ud835\udc60\u210e\ud835\udc4e\ud835\udc51\ud835\udc5c\ud835\udc64\ud835\udc60 \ud835\udc64\u210e\ud835\udc52\ud835\udc5f\ud835\udc52 \ud835\udc5a\ud835\udc5c\ud835\udc5f\ud835\udc52 \ud835\udc5c\ud835\udc53 \ud835\udc66\ud835\udc5c\ud835\udc62\ud835\udc5f \ud835\udc56\ud835\udc5b\ud835\udc53\ud835\udc5c\ud835\udc5f\ud835\udc5a\ud835\udc4e\ud835\udc61\ud835\udc56\ud835\udc5c\ud835\udc5b \ud835\udc50\ud835\udc5c\ud835\udc62\ud835\udc59\ud835\udc51 \ud835\udc4f\ud835\udc52 \ud835\udc61\ud835\udc5c\ud835\udc62\ud835\udc50\u210e\ud835\udc52\ud835\udc51 \ud835\udc61\u210e\ud835\udc4e\ud835\udc5b \ud835\udc66\ud835\udc5c\ud835\udc62 \ud835\udc52\ud835\udc63\ud835\udc52\ud835\udc5f \ud835\udc4e\ud835\udc54\ud835\udc5f\ud835\udc52\ud835\udc52\ud835\udc51 \ud835\udc61\ud835\udc5c.\u201d<\/p>\n

    \n

    \ud835\udde1\ud835\uddfc\ud835\ude01\ud835\uddf6\ud835\uddf0\ud835\uddf2: The views within any of my posts, or newsletters are not those of my employer or the employers of any contributing experts.<\/p>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

    Every day, you\u2019re leaving behind data, clicks, searches, purchases, and preferences. Companies collect this information, remove your name or email, and call it \u201c\ud835\udc00\ud835\udc27\ud835\udc28\ud835\udc27\ud835\udc32\ud835\udc26\ud835\udc22\ud835\udc33\ud835\udc1e\ud835\udc1d.\u201d Sounds safe, right? Yet, what happens next should make you think twice. \ud835\udc07\ud835\udc1e\ud835\udc2b\ud835\udc1e\u2019\ud835\udc2c \ud835\udc2d\ud835\udc21\ud835\udc1e \ud835\udc1d\ud835\udc1e\ud835\udc1a\ud835\udc25: even when your personal information is stripped out, your behaviors, patterns, and choices remain. This \u201c\ud835\udc27\ud835\udc28\ud835\udc2b\ud835\udc26\ud835\udc1a\ud835\udc25\ud835\udc22\ud835\udc33\ud835\udc1e\ud835\udc1d\u201d […]<\/p>\n","protected":false},"author":1046,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[96],"tags":[],"acf":[],"yoast_head":"\nYour Data, Their AI: What Companies Don't Tell You About "Anonymized" Data<\/title>\n<meta name=\"description\" content=\"Doug Shannon, a leading expert on artificial intelligence, shares some insights on what companies don't tell you about anonymized data.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Your Data, Their AI: What Companies Don't Tell You About "Anonymized" 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