{"id":152,"date":"2018-01-24T11:55:47","date_gmt":"2018-01-24T09:55:47","guid":{"rendered":"http:\/\/vladimir-shapiro.com\/en\/blog\/?p=152"},"modified":"2026-02-08T16:56:51","modified_gmt":"2026-02-08T14:56:51","slug":"design-principles-for-intelligent-systems","status":"publish","type":"post","link":"https:\/\/vladimir-shapiro.com\/en\/blog\/2018\/01\/24\/design-principles-for-intelligent-systems\/","title":{"rendered":"My First Article: Design Principles for Intelligent Systems"},"content":{"rendered":"<p>So what I am doing at <a href=\"https:\/\/www.sap.com\/corporate\/en.html\">SAP<\/a>? I can not share everything, but may be a part of it&#8230;<\/p>\n<p>Currently I am lucky to work as a UX designer on such an interesting topic as User Experience for Artificial Intelligence. As Google&#8217;s designer <a href=\"https:\/\/design.google\/library\/method-google-clips-josh-lovejoy\/\">Josh Lovejoy mentions in Method podcast<\/a>, there is currently nobody who can seriously\u00a0 claim he is an expert in UX for AI.<\/p>\n<p>Indeed it is a very new field, so I start writing to share my thoughts, raise my questions\u00a0 and get into discussion with the community.<\/p>\n<p>How does machine learning impact the user interface (UI)? Should I explicitly surface the system intelligence? How much should I explain? What is the feedback loop and when it is important? Are there any UI patterns I can follow?<\/p>\n<p>I try to answer all these questions in my <a href=\"https:\/\/medium.com\/sap-design\/design-principles-for-intelligent-systems-a8bd2a1c765\">first article<\/a>\u00a0on the topic.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>So what I am doing at SAP? I can not share everything, but may be a part of it&#8230;<\/p>\n<p>Currently I am lucky to work as a UX designer on such an interesting topic as User Experience for Artificial Intelligence. As Google&#8217;s designer Josh Lovejoy mentions in Method podcast, there is currently nobody who can seriously  claim he is an expert in UX for AI.<\/p>\n<p>Indeed it is a very new field, so I start writing to share my thoughts, raise my questions  and get into discussion with the community.<\/p>\n<p>How does machine learning impact the user interface (UI)? Should I explicitly surface the system intelligence? How much should I explain? What is the feedback loop and when it is important? Are there any UI patterns I can follow?<\/p>\n<p>I try to answer all these questions in my first article on the topic.<\/p>\n","protected":false},"author":2,"featured_media":149,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[27],"tags":[],"_links":{"self":[{"href":"https:\/\/vladimir-shapiro.com\/en\/blog\/wp-json\/wp\/v2\/posts\/152"}],"collection":[{"href":"https:\/\/vladimir-shapiro.com\/en\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vladimir-shapiro.com\/en\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vladimir-shapiro.com\/en\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/vladimir-shapiro.com\/en\/blog\/wp-json\/wp\/v2\/comments?post=152"}],"version-history":[{"count":2,"href":"https:\/\/vladimir-shapiro.com\/en\/blog\/wp-json\/wp\/v2\/posts\/152\/revisions"}],"predecessor-version":[{"id":154,"href":"https:\/\/vladimir-shapiro.com\/en\/blog\/wp-json\/wp\/v2\/posts\/152\/revisions\/154"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vladimir-shapiro.com\/en\/blog\/wp-json\/wp\/v2\/media\/149"}],"wp:attachment":[{"href":"https:\/\/vladimir-shapiro.com\/en\/blog\/wp-json\/wp\/v2\/media?parent=152"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vladimir-shapiro.com\/en\/blog\/wp-json\/wp\/v2\/categories?post=152"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vladimir-shapiro.com\/en\/blog\/wp-json\/wp\/v2\/tags?post=152"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}