{"id":831079,"date":"2026-07-29T10:49:32","date_gmt":"2026-07-29T10:49:32","guid":{"rendered":"https:\/\/www.newsbeep.com\/au\/831079\/"},"modified":"2026-07-29T10:49:32","modified_gmt":"2026-07-29T10:49:32","slug":"research-highlights-the-value-of-beneficial-friction-in-ai-enabled-workflows","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/au\/831079\/","title":{"rendered":"Research highlights the value of \u201cbeneficial friction\u201d in AI-enabled workflows"},"content":{"rendered":"<p>    Better decisions, not just faster ones<\/p>\n<p>In a workplace increasingly shaped by\u202fAI, speed is often treated as the biggest prize.<\/p>\n<p>Ren\u00e9e Richardson Gosline, Senior Lecturer at MIT Sloan School of Management and lead of\u202fMassachusetts\u202fInstitute of Technology\u2019s\u202f(MIT\u2019s)\u202fHuman-First AI Lab\u202f says some of the most useful AI systems may be the ones that also use friction deliberately to reduce risks in human-AI systems.<\/p>\n<p>It\u2019s\u202fa concept she describes as \u201cbeneficial friction\u201d: points in a workflow where people are prompted to think more carefully, test assumptions and engage with a decision, rather than simply accepting an AI-generated answer.<\/p>\n<p>Beneficial friction can take different forms, Dr Gosline said. In practice, it could mean designing a\u202fworkflow\u202fso people have a chance to test both their own assumptions and the AI\u2019s recommendation before\u202fmaking a decision.<\/p>\n<p>The aim is to reduce the risk of people defaulting to the easiest answer, especially when speed may come at the expense of accuracy,\u202fjudgement\u202for learning.<\/p>\n<p>Dr Gosline said better decisions mattered more than decisions that were simply\u202f\u201cfaster,\u201d particularly where AI-enabled convenience could push people towards poor outcomes.<\/p>\n<p>The risk of going too far either way with AI<\/p>\n<p>Dr Gosline said\u202fthe challenge for organisations was avoiding both blind trust in AI and blanket resistance to it.<\/p>\n<p>\u201cWe have people who are AI sceptics and may be missing out on some of the value that\u202fbe\u202fcreated by these tools,\u201d she said.\u202f<\/p>\n<p>\u201cAt the same time, we have some folks who talk about AI as if\u202fit&#8217;s\u202fa panacea. And even if\u202fthey&#8217;re\u202fin the middle, they find themselves over-relying\u202fall the time because we become habituated to the ease with which AI can help us complete tasks.\u201d<\/p>\n<p>Finding the right balance sits at the heart of the debate about how AI should be embedded into work, she said. Key is whether organisations design the systems,\u202fgovernance\u202fand support around them in ways that help people make better decisions.<\/p>\n<p>Keeping people at the centre<\/p>\n<p>Professor Mary-Anne Williams, <a href=\"https:\/\/aus01.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fwww.commbank.com.au%2Farticles%2Fnewsroom%2F2026%2F05%2Fcommonwealth-bank-appoints-first-chief-ai-scientist.html&amp;data=05%7C02%7Cgeorgia.burns%40cba.com.au%7C79231a12b5fd4ce877ba08dedd4ff716%7Cdddffba06c174f3497483fa5e08cc366%7C0%7C0%7C639191532674573783%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&amp;sdata=eEGkxOwX5c6qGwLew9FUBnZ2ApfrJQ9PUa%2BXREv8YNI%3D&amp;reserved=0\" rel=\"nofollow noopener\" target=\"_blank\">who was appointed as CommBank\u2019s Chief AI Scientist in May<\/a>,\u202fsaid the strongest use cases for AI are those that help people make time to do more meaningful, higher-value work while keeping human strengths at the centre.<\/p>\n<p>\u2018If you can make a human a superhuman by giving them these extraordinary tools, then they can ask bigger and more interesting questions and they can, achieve far more. AI can take of tasks that require data processing faster, but not those tasks that require a deeper\u00a0\u00a0understanding of the world or\u202fa strong sense\u202fof empathy,\u201d she said.<\/p>\n<p>Dr\u202fGosline also pointed to the limits of AI when it comes to original thinking. She said AI can help\u202fidentify\u202f\u201cthe mean\u201d &#8211; what is typical or already\u202festablished\u202f- but its real value may be in helping people see the conventional path clearly enough to move beyond it.<\/p>\n<p>\u201cHumanity requires us to do things like have faith in other people and believe in what the data may not lead us to conclude.\u201d Having both humans and AI working together will \u201cpush the boundaries of what humans can do,\u201d she said.<\/p>\n<p>\u202fThe value of inconvenience<\/p>\n<p>For\u202fDr\u202fGosline, protecting human judgement also means protecting curiosity.<\/p>\n<p>To guard against over-reliance on AI, she encourages people to \u201cpractice acts of inconvenience to engage their critical thinking, their curiosity, their exploration. Not as a time waste, but as something that creates richness, that pays down the road. Without that, will we do it as a species? Where do we go when we kill that kind of curiosity?\u201d.<\/p>\n<p>It\u2019s\u202fa message\u202fthat\u2019s\u202fespecially relevant as organisations look for ways to scale AI while\u202fmaintaining\u202ftrust,\u202faccountability\u202fand human capability.<\/p>\n<p>Why the research matters<\/p>\n<p>Dr\u202fGosline shared\u202fher\u202ffindings during a session attended by more than 1,200 CommBank employees.<\/p>\n<p>\u201cThe turnout reflects a deep curiosity amongst our people about how to best apply AI in their daily work and in their teams without sacrificing human skills,\u201d\u202fCommBank Chief Behavioural Scientist Will Mailer said.<\/p>\n<p><a href=\"https:\/\/aus01.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fwww.commbank.com.au%2Farticles%2Fnewsroom%2F2025%2F07%2Fcba-mit-ai-research.html&amp;data=05%7C02%7Cgeorgia.burns%40cba.com.au%7C79231a12b5fd4ce877ba08dedd4ff716%7Cdddffba06c174f3497483fa5e08cc366%7C0%7C0%7C639191532674596863%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&amp;sdata=WYLYR8PpMnCMlMv2MOJ8Gsw%2FoJG%2BVcqmLHTl6ePtics%3D&amp;reserved=0\" rel=\"nofollow noopener\" target=\"_blank\">CommBank is collaborating with MIT<\/a>\u202fSloan as part of its broader focus on responsible, human-centred AI, with research exploring how organisations can better manage AI risks, understand human-AI collaboration and design AI-powered tools that support critical thinking and decision-making.<\/p>\n<p>CommBank\u202fChief Technology Officer Rodrigo Castillo said:\u00a0<\/p>\n<p>\u201cInsights from the Dr Gosline\u2019s presentation provide us with greater understanding of how people interact with AI technology and insights into how we can continue developing a human-centered future workforce.\u00a0<\/p>\n<p>In 2024, we established our Human-Centered AI unit which supports a research-backed approach to AI. Bringing experts together across technical, business and social science disciplines is an essential part of how we approach the technology responsibly and deliver better outcomes for our people, customers and communities.\u201d\u00a0 \u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"Better decisions, not just faster ones In a workplace increasingly shaped by\u202fAI, speed is often treated as the&hellip;\n","protected":false},"author":2,"featured_media":831080,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[256,254,255,64,63,139524,320413,105],"class_list":["post-831079","post","type-post","status-publish","format-standard","has-post-thumbnail","category-artificial-intelligence","tag-ai","tag-artificial-intelligence","tag-artificialintelligence","tag-au","tag-australia","tag-cba-story","tag-our-people","tag-technology"],"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/posts\/831079","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/comments?post=831079"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/posts\/831079\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/media\/831080"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/media?parent=831079"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/categories?post=831079"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/tags?post=831079"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}