{"id":58,"date":"2024-06-07T13:31:57","date_gmt":"2024-06-07T03:31:57","guid":{"rendered":"https:\/\/wp.csiro.au\/ai4c\/?page_id=58"},"modified":"2025-04-23T17:09:33","modified_gmt":"2025-04-23T07:09:33","slug":"climate-solutions-design-sprint","status":"publish","type":"page","link":"https:\/\/wp.csiro.au\/ai4c\/climate-solutions-design-sprint\/","title":{"rendered":"Climate Solutions Design Sprint"},"content":{"rendered":"\r\n\r\n\r\n<p>The Climate Solutions Design Sprint was designed to encourage innovative thinking around potential AI solutions to some of our greatest climate challenges.<\/p>\r\n<p>Split across the two days of the AI for Climate Symposium, cross-disciplinary teams came together to ideate, develop and pitch a novel AI-driven climate solution.<\/p>\r\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1219\" src=\"https:\/\/wp.csiro.au\/ai4c\/files\/2024\/10\/Day2_0015.jpg\" alt=\"\" width=\"2000\" height=\"1331\" srcset=\"https:\/\/wp.csiro.au\/ai4c\/files\/2024\/10\/Day2_0015.jpg 2000w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/10\/Day2_0015-300x200.jpg 300w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/10\/Day2_0015-1024x681.jpg 1024w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/10\/Day2_0015-768x511.jpg 768w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/10\/Day2_0015-1623x1080.jpg 1623w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/10\/Day2_0015-600x399.jpg 600w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/10\/Day2_0015-250x166.jpg 250w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/10\/Day2_0015-450x299.jpg 450w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/10\/Day2_0015-750x499.jpg 750w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/10\/Day2_0015-385x256.jpg 385w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/10\/Day2_0015-577x384.jpg 577w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/10\/Day2_0015-770x512.jpg 770w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/10\/Day2_0015-1155x768.jpg 1155w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/10\/Day2_0015-1536x1022.jpg 1536w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/10\/Day2_0015-150x100.jpg 150w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/10\/Day2_0015-350x233.jpg 350w\" sizes=\"auto, (max-width: 2000px) 100vw, 2000px\"><\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-spacer\" style=\"height: 29px\" aria-hidden=\"true\">The challenges we tackled<\/h3>\r\n<p>Teams selected on one of the following climate challenges to focus on:<\/p>\r\n\r\n\r\n\r\n<ul>\r\n<li><strong>Innovations for household energy efficiency:<\/strong> Considering electric vehicle use and household carbon footprints, how might individual households and consumers proactively respond to the changing climate? \r\n\r\n<\/li>\r\n<li><strong>Reducing emissions in healthcare supply chains: <\/strong>While this challenge isn\u2019t exclusive to healthcare, how might the healthcare sector better measure, monitor and reduce its Scope 3 emissions across its often globally distributed supply chains?<\/li>\r\n<li>\r\n\r\n <strong>More granular methane monitoring:<\/strong> How we might measure and monitor global methane emissions more precisely with available data science capabilities?<\/li>\r\n<li><strong>Human bias with AI for climate:<\/strong> How might we use AI across a range of climate mitigation and adaptation contexts where people are prone to cognitive biases and shortcuts that prevent optimal decisions?<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">The process we followed<\/h3>\r\n\r\n\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Teams worked through a series of activities that were designed to rapidly and collaboratively identify and pitch a potential AI-driven solution to their chosen climate challenge.<\/p>\r\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" class=\"wp-image-245 aligncenter\" style=\"font-family: 'Open Sans', sans-serif;font-style: normal;font-weight: 400;font-size: 16px\" src=\"https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Design-sprint-process-1-1024x576.png\" alt=\"\" srcset=\"https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Design-sprint-process-1-1024x576.png 1024w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Design-sprint-process-1-300x169.png 300w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Design-sprint-process-1-768x432.png 768w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Design-sprint-process-1-1920x1080.png 1920w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Design-sprint-process-1-600x338.png 600w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Design-sprint-process-1-250x141.png 250w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Design-sprint-process-1-450x253.png 450w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Design-sprint-process-1-750x422.png 750w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Design-sprint-process-1-385x217.png 385w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Design-sprint-process-1-577x325.png 577w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Design-sprint-process-1-770x433.png 770w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Design-sprint-process-1-1155x650.png 1155w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Design-sprint-process-1-1536x864.png 1536w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Design-sprint-process-1-2048x1152.png 2048w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Design-sprint-process-1-178x100.png 178w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Design-sprint-process-1-150x84.png 150w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Design-sprint-process-1-350x197.png 350w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/p>\r\n<p>This began by exploring the problem space and understanding the factors contributing to that challenge.<\/p>\r\n<p>Next, teams brainstormed potential solutions to their chosen climate challenge. These solutions leveraged AI along with other capabilities to ensure the successful and responsible design and deployment of the solution.<\/p>\r\n<p>The design sprint concluded with a pitching session where teams developed a \u201cGaddie-style\u201d pitch for their solution.<\/p>\r\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1270 size-full\" src=\"https:\/\/wp.csiro.au\/ai4c\/files\/2024\/11\/24059_0245-scaled.jpg\" alt=\"\" width=\"2560\" height=\"1706\" srcset=\"https:\/\/wp.csiro.au\/ai4c\/files\/2024\/11\/24059_0245-scaled.jpg 2560w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/11\/24059_0245-300x200.jpg 300w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/11\/24059_0245-1024x683.jpg 1024w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/11\/24059_0245-768x512.jpg 768w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/11\/24059_0245-1620x1080.jpg 1620w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/11\/24059_0245-600x400.jpg 600w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/11\/24059_0245-250x167.jpg 250w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/11\/24059_0245-450x300.jpg 450w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/11\/24059_0245-750x500.jpg 750w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/11\/24059_0245-385x256.jpg 385w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/11\/24059_0245-577x384.jpg 577w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/11\/24059_0245-770x512.jpg 770w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/11\/24059_0245-1152x768.jpg 1152w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/11\/24059_0245-1536x1024.jpg 1536w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/11\/24059_0245-2048x1365.jpg 2048w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/11\/24059_0245-150x100.jpg 150w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/11\/24059_0245-350x233.jpg 350w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\"><\/p>\r\n<p>\u00a0<\/p>\r\n<p>\r\n\r\n\r\n\r\n\r\n\r\n<\/p>\r\n<p>\r\n\r\n<\/p><div class=\"nba-block nba-csiro__post-grid wp-block-nba-csiro-post-grid\" data-block-id=\"294119f4-46225bd8-dd215212\" data-block-type=\"nba-csiro__post-grid\"><div class=\"nba-layout\"><div class=\"grid__container\"><h2 class=\"grid__title h2\">Meet the design sprint team<\/h2><div class=\"grid\"><div class=\"col-1-3\"><a href=\"https:\/\/wp.csiro.au\/ai4c\/cara-stitzlein\/\" class=\"card grid__card item__1 section--gray-lighter\"><div class=\"card__container\"><div class=\"card__block\"><div class=\"card__image-wrapper\"><img decoding=\"async\" srcset=\"https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Cara-Stitzlein-headshot-256x256.webp 256w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Cara-Stitzlein-headshot-384x384.webp 384w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Cara-Stitzlein-headshot-512x512.webp 512w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Cara-Stitzlein-headshot-768x768.webp 768w, \" sizes=\"(max-width: 256px) 256px, ((min-width: 256px) and (max-width: 384px)) 384px, ((min-width: 384px) and (max-width: 512px)) 512px, (min-width: 512px) 768px, \" loading=\"lazy\" class=\"card__image  card__image--contain\" alt=\"\" src=\"https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Cara-Stitzlein-headshot-256x256.webp\" style=\" object-fit:contain; background-size:contain;\"><\/div><h3 class=\"card__title h3 more-link\" data-href=\"https:\/\/wp.csiro.au\/ai4c\/cara-stitzlein\/\">Cara Stitzlein<\/h3><p class=\"card__summary card__text\">Dr Cara Stitzlein is a Senior Research Scientist within the CSIRO\u2019s Data61 Humans &amp; Machines group. Cara holds a PhD [\u2026]<\/p><\/div><\/div><\/a><\/div><div class=\"col-1-3\"><a href=\"https:\/\/wp.csiro.au\/ai4c\/claire-mason\/\" class=\"card grid__card item__2 section--gray-lighter\"><div class=\"card__container\"><div class=\"card__block\"><div class=\"card__image-wrapper\"><img decoding=\"async\" srcset=\"https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Claire-Mason-headshot-scaled-e1745391817460-256x256.jpg 256w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Claire-Mason-headshot-scaled-e1745391817460-384x384.jpg 384w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Claire-Mason-headshot-scaled-e1745391817460-512x512.jpg 512w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Claire-Mason-headshot-scaled-e1745391817460-768x768.jpg 768w, \" sizes=\"(max-width: 256px) 256px, ((min-width: 256px) and (max-width: 384px)) 384px, ((min-width: 384px) and (max-width: 512px)) 512px, (min-width: 512px) 768px, \" loading=\"lazy\" class=\"card__image  card__image--contain\" alt=\"\" src=\"https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Claire-Mason-headshot-scaled-e1745391817460-256x256.jpg\" style=\" object-fit:contain; background-size:contain;\"><\/div><h3 class=\"card__title h3 more-link\" data-href=\"https:\/\/wp.csiro.au\/ai4c\/claire-mason\/\">Claire Mason<\/h3><p class=\"card__summary card__text\">Dr Claire Mason leads the Technology and Work team and the Skills project within the Collaborative Intelligence Future Science Platform. [\u2026]<\/p><\/div><\/div><\/a><\/div><div class=\"col-1-3\"><a href=\"https:\/\/wp.csiro.au\/ai4c\/dr-claire-naughtin\/\" class=\"card grid__card item__3 section--gray-lighter\"><div class=\"card__container\"><div class=\"card__block\"><div class=\"card__image-wrapper\"><img decoding=\"async\" srcset=\"https:\/\/wp.csiro.au\/ai4c\/files\/2024\/08\/2025-Claire-Naughtin-headshot_1-1-256x256.jpg 256w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/08\/2025-Claire-Naughtin-headshot_1-1-384x384.jpg 384w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/08\/2025-Claire-Naughtin-headshot_1-1-512x512.jpg 512w, \" sizes=\"(max-width: 256px) 256px, ((min-width: 256px) and (max-width: 384px)) 384px, (min-width: 384px) 512px, \" loading=\"lazy\" class=\"card__image  card__image--contain\" alt=\"\" src=\"https:\/\/wp.csiro.au\/ai4c\/files\/2024\/08\/2025-Claire-Naughtin-headshot_1-1-256x256.jpg\" style=\" object-fit:contain; background-size:contain;\"><\/div><h3 class=\"card__title h3 more-link\" data-href=\"https:\/\/wp.csiro.au\/ai4c\/dr-claire-naughtin\/\">Claire Naughtin<\/h3><p class=\"card__summary card__text\">Dr Claire Naughtin is a Principal Research Consultant at CSIRO\u2019s Data61, specialising in data-driven strategic foresight. She leads the Digital [\u2026]<\/p><\/div><\/div><\/a><\/div><div class=\"col-1-3\"><a href=\"https:\/\/wp.csiro.au\/ai4c\/david-evans\/\" class=\"card grid__card item__4 section--gray-lighter\"><div class=\"card__container\"><div class=\"card__block\"><div class=\"card__image-wrapper\"><img decoding=\"async\" srcset=\"https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/David-Evans-headshot-e1745455799890-256x256.png 256w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/David-Evans-headshot-308x384.png 308w, \" sizes=\"(max-width: 256px) 256px, (min-width: 256px) 308px, \" loading=\"lazy\" class=\"card__image  card__image--contain\" alt=\"\" src=\"https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/David-Evans-headshot-e1745455799890-256x256.png\" style=\" object-fit:contain; background-size:contain;\"><\/div><h3 class=\"card__title h3 more-link\" data-href=\"https:\/\/wp.csiro.au\/ai4c\/david-evans\/\">David Evans<\/h3><p class=\"card__summary card__text\">David Evans is a senior experimental scientist in Data61\u2019s Humans and Machines group with expertise in applied statistics and applied [\u2026]<\/p><\/div><\/div><\/a><\/div><div class=\"col-1-3\"><a href=\"https:\/\/wp.csiro.au\/ai4c\/kelly-trinh\/\" class=\"card grid__card item__5 section--gray-lighter\"><div class=\"card__container\"><div class=\"card__block\"><div class=\"card__image-wrapper\"><img decoding=\"async\" srcset=\"https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Kelly-Trinh-headshot-e1745391727936-256x256.jpg 256w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Kelly-Trinh-headshot-e1745391727936-384x384.jpg 384w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Kelly-Trinh-headshot-e1745391727936-512x512.jpg 512w, https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Kelly-Trinh-headshot-e1745391727936-768x768.jpg 768w, \" sizes=\"(max-width: 256px) 256px, ((min-width: 256px) and (max-width: 384px)) 384px, ((min-width: 384px) and (max-width: 512px)) 512px, (min-width: 512px) 768px, \" loading=\"lazy\" class=\"card__image  card__image--contain\" alt=\"\" src=\"https:\/\/wp.csiro.au\/ai4c\/files\/2024\/06\/Kelly-Trinh-headshot-e1745391727936-256x256.jpg\" style=\" object-fit:contain; background-size:contain;\"><\/div><h3 class=\"card__title h3 more-link\" data-href=\"https:\/\/wp.csiro.au\/ai4c\/kelly-trinh\/\">Kelly Trinh<\/h3><p class=\"card__summary card__text\">Dr Kelly Trinh is a Research Scientist at Data61, specialising in machine-learning methodologies for forecasting, spatiotemporal analysis, and uncertainty quantification. [\u2026]<\/p><\/div><\/div><\/a><\/div><\/div><\/div><\/div><\/div>\r\n\r\n\r\n<p class=\"wp-block-paragraph\">\r\n\r\n<\/p>\r\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Innovations for household energy efficiency: Considering electric vehicle use and household carbon footprints, how might individual households and consumers proactively [&hellip;]<\/p>\n","protected":false},"author":191,"featured_media":338,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"nba-redirect":"","footnotes":""},"class_list":["post-58","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI for Climate<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/wp.csiro.au\/ai4c\/climate-solutions-design-sprint\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Climate Solutions Design Sprint - 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