{"id":2794,"date":"2025-05-20T15:50:08","date_gmt":"2025-05-20T22:50:08","guid":{"rendered":"https:\/\/www.cranialspark.com\/index.php\/2025\/05\/20\/brain-overload\/"},"modified":"2025-05-20T15:55:53","modified_gmt":"2025-05-20T22:55:53","slug":"brain-overload","status":"publish","type":"post","link":"https:\/\/www.cranialspark.com\/index.php\/2025\/05\/20\/brain-overload\/","title":{"rendered":"Brain overload"},"content":{"rendered":"\n<p>Humans have to work with a very large vocabulary. sometimes in acronym form, sometimes in unpronounceable terms and yet others times in overloaded terms and\/or reused acronyms and terms. Properly understanding requires context in addition to vast memorization capability. In addition the ability to comprehend concepts is invaluable.&nbsp;<\/p>\n\n\n\n<p>AI\/ML is able to accomplish this but without true comprehension rather, in the case of most current models, a probability based semblance of understanding.&nbsp;<\/p>\n\n\n\n<p>Some humans excel at this, some less so than others. Essentially, as with most things, there is a bell curve representing how humans are dealing with this knowledge phenomena.<\/p>\n\n\n\n<p>The AI\/ML phenomenon extends beyond just language. Depending on the modality\u2014whether it\u2019s text, image, audio, or another form\u2014and the way data is tokenized and embedded into tensors, these systems can process a vast range of input types. Their capacity to generalize across modalities reinforces the illusion of comprehension. Unlike humans, they can do this across datasets of a scale and diversity that no individual could ever realistically engage with.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Humans have to work with a very large vocabulary. sometimes in acronym form, sometimes in unpronounceable terms and yet others times in overloaded terms and\/or reused acronyms and terms. Properly understanding requires context in addition to vast memorization capability. In addition the ability to comprehend concepts is invaluable.&nbsp; AI\/ML is able to accomplish this but [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2794","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.cranialspark.com\/index.php\/wp-json\/wp\/v2\/posts\/2794","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.cranialspark.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.cranialspark.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.cranialspark.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.cranialspark.com\/index.php\/wp-json\/wp\/v2\/comments?post=2794"}],"version-history":[{"count":1,"href":"https:\/\/www.cranialspark.com\/index.php\/wp-json\/wp\/v2\/posts\/2794\/revisions"}],"predecessor-version":[{"id":2795,"href":"https:\/\/www.cranialspark.com\/index.php\/wp-json\/wp\/v2\/posts\/2794\/revisions\/2795"}],"wp:attachment":[{"href":"https:\/\/www.cranialspark.com\/index.php\/wp-json\/wp\/v2\/media?parent=2794"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.cranialspark.com\/index.php\/wp-json\/wp\/v2\/categories?post=2794"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.cranialspark.com\/index.php\/wp-json\/wp\/v2\/tags?post=2794"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}