{"id":1382,"date":"2024-02-04T18:13:58","date_gmt":"2024-02-04T23:13:58","guid":{"rendered":"https:\/\/waltercounsel.com\/?p=1382"},"modified":"2025-11-07T21:17:35","modified_gmt":"2025-11-08T02:17:35","slug":"a-sonnet-on-ai-bias-by-claude-ai","status":"publish","type":"post","link":"https:\/\/waltercounsel.com\/?p=1382","title":{"rendered":"A Sonnet on AI Bias by Claude AI"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"alignright size-medium\"><img loading=\"lazy\" decoding=\"async\" width=\"270\" height=\"270\" src=\"https:\/\/waltercounsel.com\/defiant\/wp-content\/uploads\/2024\/02\/poet-270x270.jpg\" alt=\"\" class=\"wp-image-4556\" srcset=\"https:\/\/waltercounsel.com\/wp-content\/uploads\/2024\/02\/poet-270x270.jpg 270w, https:\/\/waltercounsel.com\/wp-content\/uploads\/2024\/02\/poet-150x150.jpg 150w, https:\/\/waltercounsel.com\/wp-content\/uploads\/2024\/02\/poet-768x768.jpg 768w, https:\/\/waltercounsel.com\/wp-content\/uploads\/2024\/02\/poet.jpg 806w\" sizes=\"auto, (max-width: 270px) 100vw, 270px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">The data trails we leave each day<br>Contain our joys, beliefs, errors of the past.<br>The systems trained on such display<br>Biases that within were cast.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Imprints of preconception live on,<br>As algorithms crunch through unfeeling bits.<br>Creating models that still drawn<br>To the prejudices found in it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">They mirror latent flaws back to us,<br>Mathematizing the biases we&#8217;ve made.<br>Garbage in begets garbage thus,<br>Poisoned outputs decades delayed.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignright size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"72\" height=\"72\" src=\"https:\/\/waltercounsel.com\/defiant\/wp-content\/uploads\/2024\/02\/poet72.jpg\" alt=\"\" class=\"wp-image-4557\"\/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Though its inner eye impartial they claim,<br>An AI is only as neutral as its data train.<br>We must take care, make amends, reset<br>All the imbalance accrued by biases set.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A more human post on AI bias can be found <a href=\"https:\/\/waltercounsel.com\/defiant\/artificial-intelligence-and-bias\/\" data-type=\"post\" data-id=\"1377\">here<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The data trails we leave each dayContain our joys, beliefs, errors of the past.The systems trained on such displayBiases that within were cast. Imprints of preconception live on,As algorithms crunch through unfeeling bits.Creating models that still drawnTo the prejudices found in it. They mirror latent flaws back to us,Mathematizing the biases we&#8217;ve made.Garbage in begets &#8230; <a title=\"A Sonnet on AI Bias by Claude AI\" class=\"read-more\" href=\"https:\/\/waltercounsel.com\/?p=1382\" aria-label=\"Read more about A Sonnet on AI Bias by Claude AI\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":4557,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[152,57,64],"tags":[],"class_list":["post-1382","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-technology","category-verse"],"_links":{"self":[{"href":"https:\/\/waltercounsel.com\/index.php?rest_route=\/wp\/v2\/posts\/1382","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/waltercounsel.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/waltercounsel.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/waltercounsel.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/waltercounsel.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1382"}],"version-history":[{"count":5,"href":"https:\/\/waltercounsel.com\/index.php?rest_route=\/wp\/v2\/posts\/1382\/revisions"}],"predecessor-version":[{"id":4559,"href":"https:\/\/waltercounsel.com\/index.php?rest_route=\/wp\/v2\/posts\/1382\/revisions\/4559"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/waltercounsel.com\/index.php?rest_route=\/wp\/v2\/media\/4557"}],"wp:attachment":[{"href":"https:\/\/waltercounsel.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1382"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/waltercounsel.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1382"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/waltercounsel.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1382"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}