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The Rise of Automated Decisions in Food Supply Chains A key issue is that many decisions are now made by automated or opaque systems. These processes are often difficult to explain and nearly impossible to challenge. At the same time, manual backup procedures are being eliminated to improve efficiency. This shift is happening globally, from farms to supermarkets. While digital tools have improved efficiency, they have also increased pressure on logistics and transport systems , especially those designed for just in time delivery. Using AI Artificial intelligence and data driven tools now guide many aspects of agriculture and food distribution. They help forecast demand, optimize planting, prioritize shipments, and manage inventory. Reviews of their use show that these systems are now embedded across most stages of the UK food system . However, they also introduce new risks . When decisions about food allocation cannot be reviewed or explained, control moves away from human judgment ...

SEK billions 2022 2023 2024 2025 GDP 5816.4 6143.2 6391.6 6 570.0 Net lending/borrowing 57.6 -54.9 -97.4 -84.7 Percentage of GDP (%) 1.0 -0.9 -1.5 -1.3 Gross debt 2 001.2 1 980.8 2 181.7 2 305.3 Percentage of GDP (%) 34.4 32.2 34.1 35.1 In year 2025, public finances net lending/net borrowing amounted to a deficit of SEK 85 billion , which corresponds to 1.3 percent of GDP. Compared to the previous year, public finances improved by about SEK 13 billion. The consolidated gross debt amounted to SEK 2 305 billion, which corresponded to 35.1 percent of GDP. Thus, Sweden meets the EU convergence requirements. During the years 2023 to 2025 central and local government reported deficit, while the social security funds reported . The central government showed a deteriorated net lending/net borrowing between year 2024 and 2025. During the same period, local government reported an improved net lending/net borrowing. 📌  Visit Us: 🌐 Website:  statisticsaward.com/ 🏆  Award Nomin...

  Researchers in all kinds of fields use the scientific method to investigate the questions they’re interested in. First, a scientist formulates a new claim – what’s called a hypothesis. For example, is having some genetic mutations in BRCA genes related to a higher risk of breast cancer ? Then they gather data relevant to the hypothesis and decide, based on the data, whether that initial claim was correct or not. It’s intuitive to think that this decision is cleanly dichotomous – that the researcher decides the hypothesis is either true or false. But of course, just because you decide something doesn’t mean you’re right.If the claim is really false but the researcher decides, based on the evidence, it’s true – a false positive – they commit what’s called a Type 1 error . If the claim is really true but the researcher fails to see that – a false-negative conclusion – then they commit a Type 2 error. Moreover, in the real world, it gets a little messier. It’s really hard to decid...

  The National Statistics Office (NSO) under the Ministry of Statistics and Programme Implementation (MoSPI) has released its latest annual publication, Energy Statistics India 2026, presenting a comprehensive overview of the country’s energy sector , including reserves, production, consumption and trade of key energy resources. The 33rd edition of the report provides an integrated dataset covering coal, lignite, petroleum, natural gas and renewable energy, along with analytical tools such as energy balance tables, Sankey diagrams and internationally benchmarked sustainable energy indicators. According to the report, India’s Total Primary Energy Supply (TPES) grew by 2.95% in FY 2024-25 to reach 9,32,816 kilo tonnes of oil equivalent (KToE), reflecting steady expansion in energy demand alongside economic growth. A major highlight of the publication is the rapid growth in renewable energy potential, which reached 47,04,043 megawatts as of March 31, 2025. Solar energy dominates thi...

Explore how GPTutor , an intelligent tutoring system driven by generative AI , is reshaping modern education by enhancing student engagement and personalized learning. This video highlights how GPTutor supports interactive learning, delivers adaptive feedback, and promotes deeper understanding through AI-powered dialogue and knowledge-grounded assistance. Learn how generative AI is transforming traditional teaching methods, empowering educators, and creating student-centered learning environments. Whether you are a researcher, educator, policymaker, or student, this video provides valuable insights into the future of AI-enabled education and intelligent tutoring systems. 📌 Visit Us: 🌐 Website:  statisticsaward.com/ 🏆 Award Nomination: statisticsaward.com/award-nomination/?ecategory=Awards&rcategory=Awardee 📝 Award Registration: statisticsaward.com/award-registration/ 🔔 Subscribe for more content on AI in Education , EdTech Innovations , and Student Engagement Strategies . ...

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