{"id":16415,"date":"2025-12-09T09:20:55","date_gmt":"2025-12-09T08:20:55","guid":{"rendered":"https:\/\/it-u.at\/?post_type=research&#038;p=16415"},"modified":"2026-03-05T13:31:25","modified_gmt":"2026-03-05T12:31:25","slug":"ai-machine-learning-based-sustainability-policy","status":"publish","type":"research","link":"https:\/\/it-u.at\/en\/research\/research-groups\/ai-machine-learning-based-sustainability-policy\/","title":{"rendered":"AI &amp; Machine Learning Based Sustainability Policy"},"content":{"rendered":"\n<p>We develop AI- and data-driven methods to design, evaluate, and scale effective climate and conservation policies. Our research combines causal inference, behavioral economics, and machine learning to support evidence-based sustainability transitions.\u00a0<\/p>\n\n\n\n<p>\u202fReal-life applications of this research include:\u00a0\u00a0<\/p>\n\n\n\n<p><strong>Conservation policy and impact evaluation:<\/strong> We study how incentives shape nature stewardship and evaluate how real-world conservation programs, such as forest protection and biodiversity policies, affect both environmental outcomes and local livelihoods. Our work provides robust evidence on what truly benefits both nature and people.<\/p>\n\n\n\n<p><strong>Evidence-based infrastructure<\/strong>: We develop data-driven tools and evidence syntheses that support transparent, real-time decision-making for policymakers and sustainability practitioners.\u00a0<\/p>\n","protected":false},"featured_media":0,"template":"","acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI &amp; Machine Learning Based Sustainability Policy | IT:U<\/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:\/\/it-u.at\/en\/research\/research-groups\/ai-machine-learning-based-sustainability-policy\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI &amp; Machine Learning Based Sustainability Policy | IT:U\" \/>\n<meta property=\"og:description\" content=\"We develop AI- and data-driven methods to design, evaluate, and scale effective climate and conservation policies. 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