{"id":306983,"date":"2026-07-01T17:45:24","date_gmt":"2026-07-01T17:45:24","guid":{"rendered":"https:\/\/aiassetman.com\/?p=306983"},"modified":"2026-07-01T17:45:24","modified_gmt":"2026-07-01T17:45:24","slug":"do-llms-use-the-same-data-source-or-are-they-all-completely-different-information-sources","status":"publish","type":"post","link":"https:\/\/aiassetman.com\/do-llms-use-the-same-data-source-or-are-they-all-completely-different-information-sources\/","title":{"rendered":"Do LLMs use the same data source or are they all completely different information sources"},"content":{"rendered":"<div class=\"OZ9ddf WAUd4\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 14px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(31, 31, 31);\">\n<div class=\"nk9vdc GYaNDc\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 14px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(31, 31, 31);\">\n<h2 class=\"Fzsovc cwYVJe RJPOee\" role=\"heading\" aria-level=\"2\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 14px; font-weight: 500; margin: 0px; text-decoration: none; border-bottom: 0px rgb(31, 31, 31);\"><strong>AI Overview<\/strong><\/h2>\n<\/div>\n<div class=\"nk9vdc fQ3B4e\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 14px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(31, 31, 31);\">\n<div class=\"cIcqpf\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 14px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(31, 31, 31);\">\n<div id=\"atritem-_tFBFas7qCrOqmLQPla22mAQ_3\" data-ved=\"2ahUKEwjOlMXVgrKVAxUzFYYAHZWWDUMQztELegQIAhAE\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 14px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(31, 31, 31);\">\n<div class=\"Mtffrd\" tabindex=\"0\" role=\"button\" aria-label=\"About this result\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 14px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(31, 31, 31);\">\n<div data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-hveid=\"CAIIAAgCCBIQBQ\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 12px 0px 16px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">====================================================<\/div>\n<div data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-hveid=\"CAIIAAgCCBIQBQ\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 12px 0px 16px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\"><span data-subtree=\"aimfl,mfl\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">Most LLMs use a combination of heavily overlapping public datasets, meaning their core knowledge bases are very similar<\/span>. However, each company also uses distinct proprietary data, filtering techniques, and fine-tuning methods that give their models unique capabilities and conversational styles. [<a href=\"https:\/\/getstream.io\/blog\/llm-training-data\/\">1<\/a>, <a href=\"https:\/\/getstream.io\/blog\/llm-training-data\/\">2<\/a>]<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div data-ve-view=\"\" data-hveid=\"CAIQBQ\" data-ved=\"2ahUKEwjOlMXVgrKVAxUzFYYAHZWWDUMQ2b4KegQIAhAF\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 14px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(31, 31, 31);\">\n<div class=\"Pqkn2e\" data-ved=\"2ahUKEwjOlMXVgrKVAxUzFYYAHZWWDUMQ274KegQIAhAG\" data-copy-service-computed-style=\"font-family: Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(31, 31, 31);\">\n<div class=\"jloFI GkDqAd rJweXb\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(0, 29, 53);\">\n<div data-hveid=\"CAIQBw\" data-ved=\"2ahUKEwjOlMXVgrKVAxUzFYYAHZWWDUMQ7uAMegQIAhAH\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(0, 29, 53);\">\n<div data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(0, 29, 53);\">\n<div data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(0, 29, 53);\">\n<div data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(0, 29, 53);\">\n<div class=\"LT6XE\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">\n<div class=\"RJPOee EIJn2\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">\n<div class=\"pOOWX\" data-rl=\"en\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">\n<div data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">\n<section data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">\n<div data-host-wiz-contract-name=\"gws_wizbind\" data-sc=\"1\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">\n<div id=\"_tFBFas7qCrOqmLQPla22mAQ_2\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">\n<div class=\"qRuFed\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">\n<div class=\"CKgc1d\" data-scope-id=\"turn\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">\n<div data-subtree=\"aimc\" data-sfc-cp=\"\" data-sfc-root=\"c\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">\n<div class=\"FkX2oe\" dir=\"ltr\" data-sfc-root=\"ep\" data-wiz-uids=\"XnPKee_3\" data-sfc-cb=\"\" data-ved=\"2ahUKEwj3i63VgrKVAxXhuCsGHWNhJj4Q2O0OegoIAggACAIIARAA\" data-hveid=\"CAIIAAgCCAEQAA\" data-sfc-inited=\"2\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">\n<div class=\"pWvJNd\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">\n<div class=\"mZJni Dn7Fzd\" dir=\"ltr\" data-container-id=\"main-col\" data-xid=\"VpUvz\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-ved=\"2ahUKEwj3i63VgrKVAxXhuCsGHWNhJj4Q3KYQegoIAggACAIIARAB\" data-sfc-inited=\"2\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">\n<div class=\"Fsg96\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-sfc-inited=\"2\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\"><!--TgQPHd||[]--><\/div>\n<div role=\"heading\" aria-level=\"3\" data-animation-nesting=\"\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 20px; font-weight: 600; margin: 24px 0px 12px; text-decoration: none; border-bottom: 0px rgb(0, 29, 53);\">\u00a0<\/div>\n<div class=\"otQkpb\" role=\"heading\" aria-level=\"3\" data-animation-nesting=\"\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 20px; font-weight: 600; margin: 24px 0px 12px; text-decoration: none; border-bottom: 0px rgb(0, 29, 53);\"><strong>Why They Feel the Same<\/strong><!--TgQPHd||[]--><\/div>\n<div class=\"\" data-bfc=\"\" data-ved=\"2ahUKEwj3i63VgrKVAxXhuCsGHWNhJj4Qi4wTegoIAggACAIICRAA\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">\n<ul class=\"KsbFXc U6u95\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 12px 0px 16px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">\n<li class=\"Z1qcYe\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-hveid=\"CAIIAAgCCAkQAQ\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px 0px 12px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\"><span class=\"T286Pc\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\"><strong class=\"Yjhzub\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 700; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">Shared Web Crawls:<!--TgQPHd||[]--><\/strong> Nearly every major LLM (like OpenAI&#8217;s models, Anthropic&#8217;s Claude, and open-source models) trains on massive internet databases like Common Crawl<!--TgQPHd||[]-->, as well as open repositories like Wikipedia and GitHub.<!--TgQPHd||[]--><\/span> [<a href=\"https:\/\/medium.com\/illumination\/datasets-used-for-training-llms-all-types-of-data-used-to-create-models-like-chatgpt-cefad0c676b4\">1<\/a>, <a href=\"https:\/\/getstream.io\/blog\/llm-training-data\/\">2<\/a>]<!--TgQPHd||[]--><\/li>\n<li class=\"Z1qcYe\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-hveid=\"CAIIAAgCCAkQBw\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px 0px 12px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\"><span class=\"T286Pc\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\"><strong class=\"Yjhzub\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 700; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">Statistical Convergence:<!--TgQPHd||[]--><\/strong> Because they all read roughly the same public internet history, they predict the next most probable word based on the same shared facts, leading to similar standard answers.<!--TgQPHd||[]--><\/span> [<a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1ftn6s1\/all_llms_are_converging_towards_the_same_point\/\">1<\/a>, <a href=\"https:\/\/medium.com\/@dion.wiggins\/all-llms-now-perform-about-the-same-right-921524877c99\">2<\/a>]<!--TgQPHd||[]--><\/li>\n<p><!--TgQPHd||[]--><\/ul>\n<\/div>\n<div class=\"Fsg96\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-sfc-inited=\"2\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\"><!--TgQPHd||[]--><\/div>\n<div class=\"\" data-bfc=\"\" data-ved=\"2ahUKEwj3i63VgrKVAxXhuCsGHWNhJj4Qi4wTegoIAggACAIICxAA\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">\n<div class=\"otQkpb\" role=\"heading\" aria-level=\"3\" data-animation-nesting=\"\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 20px; font-weight: 600; margin: 24px 0px 12px; text-decoration: none; border-bottom: 0px rgb(0, 29, 53);\"><strong>Why They Are Different<\/strong><!--TgQPHd||[]--><\/div>\n<\/div>\n<div class=\"\" data-bfc=\"\" data-ved=\"2ahUKEwj3i63VgrKVAxXhuCsGHWNhJj4Qi4wTegoIAggACAIIDhAA\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">\n<ul class=\"KsbFXc U6u95\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 12px 0px 16px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">\n<li class=\"Z1qcYe\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-hveid=\"CAIIAAgCCA4QAQ\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px 0px 12px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\"><span class=\"T286Pc\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\"><strong class=\"Yjhzub\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 700; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">Proprietary &amp; Licensed Data:<!--TgQPHd||[]--><\/strong> Companies differentiate their models by paying for exclusive datasets (e.g., specialized news archives or academic databases) that are not freely available on the open web.<!--TgQPHd||[]--><\/span> [<a href=\"https:\/\/getstream.io\/blog\/llm-training-data\/\">1<\/a>]<!--TgQPHd||[]--><\/li>\n<li class=\"Z1qcYe\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-hveid=\"CAIIAAgCCA4QBg\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px 0px 12px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\"><span class=\"T286Pc\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\"><strong class=\"Yjhzub\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 700; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">User\/Product Data:<!--TgQPHd||[]--><\/strong> The most valuable data comes from the AI companies&#8217; own ecosystems (e.g., chat logs, system feedback loops), which trains the AI on how to interact effectively with humans.<!--TgQPHd||[]--><\/span> [<a href=\"https:\/\/getstream.io\/blog\/llm-training-data\/\">1<\/a>]<!--TgQPHd||[]--><\/li>\n<li class=\"Z1qcYe\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-hveid=\"CAIIAAgCCA4QCw\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px 0px 12px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\"><span class=\"T286Pc\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\"><strong class=\"Yjhzub\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 700; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">RLHF (Reinforcement Learning from Human Feedback):<!--TgQPHd||[]--><\/strong> After learning the facts, models are &#8220;aligned&#8221; using human raters who tell the AI which answers are best. This heavily dictates the tone, safety, and personality of a specific model.<!--TgQPHd||[]--><\/span> [<a href=\"https:\/\/www.linkedin.com\/posts\/akhilreddy07_where-do-llms-get-their-data-llms-need-huge-activity-7379243347674255360-jO2d\">1<\/a>, <a href=\"https:\/\/www.turing.com\/resources\/data-collection-methods-and-tools-for-llms\">2<\/a>]<!--TgQPHd||[]--><\/li>\n<li class=\"Z1qcYe\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-hveid=\"CAIIAAgCCA4QEQ\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px 0px 12px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\"><span class=\"T286Pc\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\"><strong class=\"Yjhzub\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 700; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">Web Searching (RAG):<!--TgQPHd||[]--><\/strong> When you ask an LLM a live question, many use search tools (like Google<!--TgQPHd||[]--> or Bing<!--TgQPHd||[]-->) to pull real-time information to supplement their static, pre-trained knowledge base.<!--TgQPHd||[]--><\/span> [<a href=\"https:\/\/medium.com\/@markharridge\/how-llms-source-content-ba0698daf48c\">1<\/a>, <a href=\"https:\/\/dl.acm.org\/doi\/fullHtml\/10.1145\/3627106.3627196\">2<\/a>, <a href=\"https:\/\/addepto.com\/blog\/llm-use-cases-for-business\/\">3<\/a>, <a href=\"https:\/\/engineering.prod.whoop.com\/de\/what-the-heck-is-mcp\/\">4<\/a>, <a href=\"https:\/\/www.linkedin.com\/pulse\/understanding-llms-how-do-collect-data-assem-hijazi-qtqzf\">5<\/a>]<!--TgQPHd||[]--><\/li>\n<p><!--TgQPHd||[]--><\/ul>\n<\/div>\n<div class=\"Fsg96\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-sfc-inited=\"2\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\"><!--TgQPHd||[]--><\/div>\n<div class=\"\" data-bfc=\"\" data-ved=\"2ahUKEwj3i63VgrKVAxXhuCsGHWNhJj4Qi4wTegoIAggACAIIEhAA\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">\n<div data-sfc-cp=\"\" data-sfc-root=\"c\" data-sfc-cb=\"\" data-hveid=\"CAIIAAgCCBIQAQ\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">\n<div class=\"n6owBd awi2gc\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-hveid=\"CAIIAAgCCBIQAg\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 12px 0px 16px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\"><strong>If you&#8217;re trying to figure out which model to use, tell me:<\/strong><!--TgQPHd||[]--><\/div>\n<ul class=\"KsbFXc U6u95\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 12px 0px 16px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">\n<li class=\"Z1qcYe\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-hveid=\"CAIIAAgCCBIQAw\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px 0px 12px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\"><span class=\"T286Pc\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">What <strong class=\"Yjhzub\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 700; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">specific tasks or questions<!--TgQPHd||[]--><\/strong> are you asking the AI?<!--TgQPHd||[]--><\/span><!--TgQPHd||[]--><\/li>\n<li class=\"Z1qcYe\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-hveid=\"CAIIAAgCCBIQBA\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px 0px 12px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\"><span class=\"T286Pc\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">Are you looking for <strong class=\"Yjhzub\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 700; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">creative writing, coding, or factual research<!--TgQPHd||[]--><\/strong>?<!--TgQPHd||[]--><\/span><!--TgQPHd||[]--><\/li>\n<p><!--TgQPHd||[]--><\/ul>\n<div class=\"n6owBd awi2gc\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-hveid=\"CAIIAAgCCBIQBQ\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 12px 0px 16px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">I can help you narrow down exactly which LLM best fits your needs.<\/div>\n<div data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-hveid=\"CAIIAAgCCBIQBQ\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 12px 0px 16px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">====================================================<\/div>\n<div data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-hveid=\"CAIIAAgCCBIQBQ\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 12px 0px 16px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">End of AI generated info.<\/div>\n<div data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-hveid=\"CAIIAAgCCBIQBQ\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 12px 0px 16px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">Fred <em>The Submarine Guy<\/em> Raley<\/div>\n<div data-sfc-cp=\"\" data-sfc-root=\"ep\" data-sfc-cb=\"\" data-hveid=\"CAIIAAgCCBIQBQ\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: &quot;Google Sans&quot;, Roboto, Arial, sans-serif; font-size: 16px; font-weight: 400; margin: 12px 0px 16px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">\u00a0<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>AI Overview ==================================================== Most LLMs use a combination of heavily overlapping public datasets, meaning their core knowledge bases are very similar. However, each company also uses distinct proprietary data, filtering techniques, and fine-tuning methods that give their models unique capabilities and conversational styles. [1, 2] \u00a0 Why They Feel the Same Shared Web Crawls: Nearly [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"order-bump-settings":[],"_wpfnl_thankyou_order_overview":"on","_wpfnl_thankyou_order_details":"on","_wpfnl_thankyou_billing_details":"on","_wpfnl_thankyou_shipping_details":"on","footnotes":""},"categories":[1],"tags":[],"class_list":["post-306983","post","type-post","status-publish","format-standard","hentry","category-affiliate-marketing"],"_links":{"self":[{"href":"https:\/\/aiassetman.com\/v\/wp\/v2\/posts\/306983","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aiassetman.com\/v\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aiassetman.com\/v\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aiassetman.com\/v\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/aiassetman.com\/v\/wp\/v2\/comments?post=306983"}],"version-history":[{"count":1,"href":"https:\/\/aiassetman.com\/v\/wp\/v2\/posts\/306983\/revisions"}],"predecessor-version":[{"id":306984,"href":"https:\/\/aiassetman.com\/v\/wp\/v2\/posts\/306983\/revisions\/306984"}],"wp:attachment":[{"href":"https:\/\/aiassetman.com\/v\/wp\/v2\/media?parent=306983"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiassetman.com\/v\/wp\/v2\/categories?post=306983"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiassetman.com\/v\/wp\/v2\/tags?post=306983"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}