{"id":1675,"date":"2026-05-28T12:35:09","date_gmt":"2026-05-28T04:35:09","guid":{"rendered":"https:\/\/www.bestsmiletech.com\/?p=1675"},"modified":"2026-05-30T16:58:07","modified_gmt":"2026-05-30T08:58:07","slug":"ai-washing-marketing-basic-automation-or-rule-based-systems-as-artificial-intelligence","status":"publish","type":"post","link":"https:\/\/www.bestsmiletech.com\/pt\/ai-washing-marketing-basic-automation-or-rule-based-systems-as-artificial-intelligence\/","title":{"rendered":"\u201cAI washing\u201d : marketing basic automation or rule-based systems as artificial intelligence"},"content":{"rendered":"

Against the backdrop of genuine AI\u2019s transformative potential, the orthodontic software market has developed a troubling habit of co-opting the language of artificial intelligence to describe conventional software automation. This practice, known as \u201cAI washing,\u201d takes several forms.<\/p>\n

The most common variant is the segmentation swap: a platform markets its auto-segmentation capability as \u201cAI treatment planning\u201d when segmentation is the only AI-powered step in an otherwise manual workflow. Six of the ten platforms offer some form of tooth segmentation automation, but only one extends AI to autonomous plan generation. Segmentation is a well-solved computer vision problem. Treatment planning requires understanding orthodontic biomechanics, force systems, and clinical outcomes\u2014a challenge most vendors have not attempted.<\/p>\n

Another variant is the rule-based rebrand. OnyxCeph explicitly describes its technology as using \u201crule-based control modules\u201d and \u201cCA treatment philosophy for automatic transposition.\u201d This is expert-system logic, not machine learning. The system follows encoded rules written by human experts; it does not learn from data or improve with experience. There is nothing wrong with rule-based systems\u2014they can be reliable and transparent\u2014but presenting them as AI is misleading.<\/p>\n

A third variant is the speed implication: vendors equate fast workflows with AI intelligence. OrthoUp achieves its approximately fifteen-minute planning time through excellent workflow engineering. The speed is real and valuable, but it comes from human-factor design, not from machine learning.<\/p>\n

\"\"<\/p>","protected":false},"excerpt":{"rendered":"

The orthodontic software market widely adopts AI washing \u2014 labeling basic automation or rule-based tools as true AI. It mainly falls into three types: marketing automated tooth segmentation as full AI planning, rebranding rule-based expert systems as AI, and equating streamlined fast workflows with AI capability. These tools lack real machine learning and autonomous treatment planning, making such marketing misleading.<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-global-header-display":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","footnotes":""},"categories":[1],"tags":[43,44,63,67,68,69,70,71,72,73,74,75,76],"class_list":["post-1675","post","type-post","status-publish","format-standard","hentry","category-blog","tag-best-smile-tech","tag-ai-washing-dentistry","tag-dental-ai-marketing-vs-reality","tag-ai-washing-orthodontic-software","tag-auto-segmentation-vs-ai-treatment-planning","tag-rule-based-vs-machine-learning-orthodontics","tag-segmentation-swap-ai-washing","tag-expert-system-vs-neural-network-dental","tag-computer-vision-dental-segmentation","tag-orthodontic-biomechanics-ai","tag-what-is-ai-washing-dental","tag-how-to-spot-ai-washing-in-orthodontic-software","tag-clear-aligner-software-transparency"],"_links":{"self":[{"href":"https:\/\/www.bestsmiletech.com\/pt\/wp-json\/wp\/v2\/posts\/1675","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.bestsmiletech.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.bestsmiletech.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.bestsmiletech.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.bestsmiletech.com\/pt\/wp-json\/wp\/v2\/comments?post=1675"}],"version-history":[{"count":1,"href":"https:\/\/www.bestsmiletech.com\/pt\/wp-json\/wp\/v2\/posts\/1675\/revisions"}],"predecessor-version":[{"id":1677,"href":"https:\/\/www.bestsmiletech.com\/pt\/wp-json\/wp\/v2\/posts\/1675\/revisions\/1677"}],"wp:attachment":[{"href":"https:\/\/www.bestsmiletech.com\/pt\/wp-json\/wp\/v2\/media?parent=1675"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.bestsmiletech.com\/pt\/wp-json\/wp\/v2\/categories?post=1675"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.bestsmiletech.com\/pt\/wp-json\/wp\/v2\/tags?post=1675"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}