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It begins with core terms such as artificial intelligence, machine learning, neural networks and models, outlining how systems are trained, how they generalize and how they perform inference. It then explains influential innovations like embeddings, transformers and foundation models that make today’s AI systems flexible and powerful. \r\n\r\nThe article also covers challenges and controversies, including bias, hallucinations and the difficulty of interpreting model behavior. More advanced topics — reinforcement learning, mechanistic interpretability, synthetic data and reasoning — highlight where research is heading. The piece provides a concise roadmap to understanding how contemporary AI works and why these concepts matter.","link_original":"https://www.quantamagazine.org/what-the-most-essential-terms-in-ai-really-mean-20250430/","status":2,"country":[],"sections":[{"id":234,"name":"Central role of AI"}],"root_section":{"id":51,"name":"Industrial Revolution"},"is_photo":false,"is_video":false,"is_large_font":false,"show_in_news_list":false,"url_to_show_in_news_list":"","location_filters":{"countries":[],"regions":[{"id":12,"name":"Global"}]},"filters":[]},{"id":"426d59dd-7f97-42dd-932d-8704431887e8","slug":"what-teenagers-need-and-how-to-provide-it-post","created_at":"2023-11-27T07:16:16.810695Z","views":31,"name":"What teenagers need (And How To Provide It)","about":"In this video Rich Roll talks with psychotherapist Lisa Damour, Ph.D. on how parents can communicate with their teenagers, set boundaries, and help them build resilience to cope with life's challenges","text":"Adolescence has always been a difficult phase of life, but today’s teenagers are navigating a world that is vastly different from that of their parents. Teens are experiencing a mental health crisis, with rising rates of anxiety and depression, according to a new CDC survey. To equip teens emotionally with the tools they need to navigate our complex and ever-changing world, the single most powerful force for adolescent mental health is strong relationships with caring adults. Psychologist Lisa Damour emphasizes that curiosity plus empathy or just empathy is overwhelmingly the most effective and also wanted response when teenagers come our way with their distress. In her latest book, «The Emotional Lives of Teenagers,» she provides concrete, actionable strategies for supporting teens who feel the mercy of their emotions so they can become more psychologically aware and more skilled at managing their feelings and how to approach friction at home.","link_original":"https://www.youtube.com/watch?v=5zQ52gTdjf4","status":2,"country":[],"sections":[{"id":14,"name":"Parenting with love, raising with care"}],"root_section":{"id":1,"name":"Enlightened Humanity"},"is_photo":false,"is_video":true,"is_large_font":false,"show_in_news_list":false,"url_to_show_in_news_list":"","location_filters":{"countries":[],"regions":[]},"filters":[{"id":13,"name":"Media content","badge_name":"Media content","show_badge":false,"children":[{"id":15,"name":"Video","badge_name":"Video","show_badge":false,"children":[]}],"all_children":false,"all_children_ids":"14,15,16"}]},{"id":"caa80a46-75db-470e-b358-744b76323d83","slug":"what-role-for-regional-organizations-in-goal-setting-global-governance-by-axel-marx-and-others-for-springer-nature-link-post","created_at":"2025-07-11T11:27:48Z","views":15,"name":"What role for regional organizations in goal-setting global governance? | by Axel Marx and others for Springer Nature Link","about":"This study compares how the EU and ASEAN support the UN’s SDGs, highlighting regional organizations' roles in translating goals, coordinating policies, mobilizing resources, and monitoring progress. It offers a framework for understanding their impact.","text":"This study explores the role of regional organizations, particularly the EU and ASEAN, in implementing the UN’s Sustainable Development Goals (SDGs). It highlights how the SDGs represent a new model of global governance based on inclusive goal-setting rather than binding rules. While global and country-level implementation has been widely studied, regional organizations’ roles remain underexplored. The study argues that regional bodies can support SDG progress by translating global goals into local action, mobilizing resources, coordinating policies, and monitoring progress. Using a comparative analysis, it finds that institutional strength, political context, and regional diversity shape how regional organizations engage with the SDGs. The EU, with strong institutions, plays a more formalized role, while ASEAN, less institutionalized, engages more flexibly. The paper proposes a framework identifying key roles organizations can play—translating, supporting, coordinating, monitoring.","link_original":"https://link.springer.com/article/10.1007/s43508-021-00027-6","status":2,"country":[],"sections":[{"id":26,"name":"Endeavors of regional unions"}],"root_section":{"id":207,"name":"New Global Community"},"is_photo":false,"is_video":false,"is_large_font":false,"show_in_news_list":false,"url_to_show_in_news_list":"","location_filters":{"countries":[],"regions":[{"id":12,"name":"Global"}]},"filters":[]},{"id":"6ac177e3-ff7e-401f-a841-005831dd3720","slug":"what-radar-found-beneath-antarctica-could-slow-ice-melt-and-rising-seas-by-durham-university-for-sciencedaily-post","created_at":"2025-12-10T08:58:25Z","views":103,"name":"What radar found beneath Antarctica could slow ice melt and rising seas | by Durham University for ScienceDaily","about":"Scientists discovered ancient river-formed flat landscapes under East Antarctica's ice, potentially helping predict future ice loss and sea level rise as the climate warms.","text":"Researchers have found extensive ancient landscapes buried beneath the East Antarctic Ice Sheet, believed to have formed by rivers around 80 million years ago before the continent was covered by ice 34 million years ago. Using radar to measure ice thickness, scientists identified large, flat surfaces stretching across 3,500 km of coastline, now hidden under ice but still relatively intact. These surfaces act as barriers to fast ice flow and may help regulate current ice loss. Understanding their structure and role could improve predictions of how the East Antarctic Ice Sheet will respond to climate change and contribute to future sea level rise. The study, led by Durham University and involving multiple international institutions, highlights the importance of further exploration, including drilling into the surfaces, to refine models of Antarctica’s glacial past and future behavior.","link_original":"https://www.sciencedaily.com/releases/2025/07/250721223835.htm","status":2,"country":[],"sections":[{"id":157,"name":"Antarctica"}],"root_section":{"id":107,"name":"Life-friendly Earth"},"is_photo":true,"is_video":false,"is_large_font":false,"show_in_news_list":false,"url_to_show_in_news_list":"","location_filters":{"countries":[],"regions":[{"id":14,"name":"Antarctica"}]},"filters":[]},{"id":"1e1a500e-5328-40c9-9544-09b87e3a89f0","slug":"what-people-miss-about-the-gender-wage-gap-a-video-by-vox-post","created_at":"2025-05-23T10:19:37.702422Z","views":14,"name":"What people miss about the gender wage gap | a video by Vox","about":"It's more complex than women earning 79 cents for every dollar a man makes.","text":"When there is talk about the gender wage gap, often the statistic heard is, “Women earn 79 cents for every dollar a man makes.”  While this is factually correct, it does not encompass the nuances of the wage gap. The answer is in the complexity of this problem. Career types and child-rearing duties are both in the equation to closing the gender wage gap.","link_original":"https://www.youtube.com/watch?v=13XU4fMlN3w","status":2,"country":[],"sections":[{"id":65,"name":"Fair labor standards"}],"root_section":{"id":51,"name":"Industrial Revolution"},"is_photo":false,"is_video":true,"is_large_font":false,"show_in_news_list":false,"url_to_show_in_news_list":"","location_filters":{"countries":[],"regions":[]},"filters":[{"id":13,"name":"Media content","badge_name":"Media content","show_badge":false,"children":[{"id":15,"name":"Video","badge_name":"Video","show_badge":false,"children":[]}],"all_children":false,"all_children_ids":"14,15,16"}]},{"id":"4880cad4-97f4-4d79-b4fe-94c950ef1f53","slug":"what-makes-pet-products-eco-friendly-and-pet-safe-animal-friends-post","created_at":"2025-07-31T08:04:24.168025Z","views":12,"name":"What makes pet products eco-friendly and pet-safe? | Animal Friends","about":"Explore the characteristics that make a product both eco-friendly and pet safe!","text":"Eco-friendly, pet-safe products support animal well-being and environmental health. These items are typically made from natural, sustainable materials such as organic cotton, hemp, bamboo, jute, and natural rubber. Avoiding harmful substances—like BPA, PVC, phthalates, lead, formaldehyde, and arsenic—reduces health risks for pets and limits environmental pollution. Eco-conscious packaging is also essential, with many brands offering biodegradable, compostable, or recyclable options. Labels such as cruelty-free, plastic-free, BPA-free, and sustainably sourced indicate products that align with safer and more responsible production practices. Supporting companies committed to zero-waste and carbon-neutral goals promotes sustainable living and minimizes the ecological pawprint. Even small changes in product choices can positively impact animal safety and the natural world.","link_original":"https://www.animalfriends.co.uk/save-animals-with-us/tails-of-uk-wildlife/tails-of-uk-wildlife-blogs/what-makes-pet-products-eco-friendly-and-pet-safe/","status":2,"country":[],"sections":[{"id":205,"name":"Pets: our family"}],"root_section":{"id":1,"name":"Enlightened Humanity"},"is_photo":false,"is_video":false,"is_large_font":false,"show_in_news_list":false,"url_to_show_in_news_list":"","location_filters":{"countries":[],"regions":[{"id":12,"name":"Global"}]},"filters":[]},{"id":"9aa7a28f-3e7f-4f8d-b1c8-bb3a6abd4240","slug":"what-life-on-earth-was-like-for-one-billion-boring-years-by-javier-yanes-for-science-el-pais-post","created_at":"2025-08-21T08:38:03.775437Z","views":35,"name":"What life on Earth was like for one billion boring years | by Javier Yanes for Science, EL PAIS","about":"The study reexamines the Proterozoic “Boring Billion,” when evolution slowed. Though diversity was low, eukaryotes gained organelles, sex, and complexity, laying the groundwork for life’s later explosion.","text":"If Earth’s 4.54 billion years were compressed into one year, the Proterozoic Eon would stretch for months with seemingly little change, earning the label “Boring Billion.” From about 1.8 to 0.8 billion years ago, evolutionary progress slowed, and life appeared monotonous: prokaryotes dominated, while eukaryotes — cells with nuclei — remained few and simple. Yet new research shows this stability masked critical advances. During this time, eukaryotes developed organelles, organized DNA more efficiently, and even pioneered sexual reproduction in species like Bangiomorpha. These subtle but profound innovations quietly set the stage for plants, animals, and fungi. Though climate and tectonics were stable and ecosystems looked stagnant, the Proterozoic acted as a preparatory phase, laying the groundwork for the later explosion of complex life after global glaciations. Far from dull, it was the hidden turning point of evolution.","link_original":"https://english.elpais.com/science-tech/2024-12-19/what-life-on-earth-was-like-for-one-billion-boring-years.html","status":2,"country":[],"sections":[{"id":145,"name":"History of Earth: insights for the future"}],"root_section":{"id":107,"name":"Life-friendly Earth"},"is_photo":true,"is_video":false,"is_large_font":false,"show_in_news_list":false,"url_to_show_in_news_list":"","location_filters":{"countries":[],"regions":[{"id":12,"name":"Global"}]},"filters":[{"id":8,"name":"Enlightenment","badge_name":"Enlightenment","show_badge":false,"children":[{"id":27,"name":"Publications","badge_name":"Publication","show_badge":false,"children":[]}],"all_children":false,"all_children_ids":"9,10,27,11,12"}]},{"id":"6ad5e755-e6cb-4f1f-80b5-ac5db7f97441","slug":"what-is-the-future-of-working-from-home-the-global-story-podcast-bbc-world-service-post","created_at":"2025-05-20T09:06:15.325730Z","views":19,"name":"What is the future of working from home? - The Global Story podcast, BBC World Service","about":"Many companies are bringing staff back into the office for more or all of the working week.","text":"When the Covid-19 pandemic upended the usual way of doing business, most firms were forced to change their operating practices, allowing employees to work remotely where possible. But what may have looked like a permanent revolution at one stage is becoming a distant memory for some workers.\n\nHost Caitríona Perry talks to the BBC’s employment correspondent Zoe Conway and Stanford University economics professor Nicholas Bloom about whether working remotely for all or part of the week is better for business efficiency, and why some employers are calling time on the practice.","link_original":"https://www.youtube.com/watch?v=eCRVoXbkHnw","status":2,"country":[],"sections":[{"id":65,"name":"Fair labor standards"}],"root_section":{"id":51,"name":"Industrial Revolution"},"is_photo":false,"is_video":true,"is_large_font":false,"show_in_news_list":false,"url_to_show_in_news_list":"","location_filters":{"countries":[],"regions":[{"id":12,"name":"Global"}]},"filters":[{"id":13,"name":"Media content","badge_name":"Media content","show_badge":false,"children":[{"id":15,"name":"Video","badge_name":"Video","show_badge":false,"children":[]}],"all_children":false,"all_children_ids":"14,15,16"}]},{"id":"25007ed3-c613-4091-bc84-f28c2445f82d","slug":"what-is-the-future-of-electric-mobility-a-video-by-eit-urban-mobility-post","created_at":"2025-06-04T15:34:43.876684Z","views":14,"name":"What is the future of electric mobility? | a video by EIT Urban Mobility","about":"This video journeys through electric mobility's past and future, from the electric motor's invention to the promise of autonomous, solar-powered vehicles. It highlights the benefits of electric vehicles and the crucial infrastructure needed for charging.","text":"This video explores the origins and future of electric mobility, beginning with the 18th-century invention of the electric motor. It highlights the evolution of power sources from early batteries to modern lead-acid batteries, enabling current electric vehicles to achieve significant ranges. The discussion emphasizes the importance of home charging for electric vehicle users rather than relying solely on public charging stations, which are intended for travelers. Furthermore, the video delves into the broader potential of electric mobility to manage energy within communities, citing a project in Basel where shared electric cars with bidirectional charging capabilities help stabilize energy consumption. It contrasts electric motors with thermal engines, noting the efficiency of electric motors in consuming only the necessary power and their ability to recover energy during braking, thereby extending battery life.","link_original":"https://www.youtube.com/watch?v=WC0N9k7qE24","status":2,"country":[],"sections":[{"id":12,"name":"Adopting eco-mobility"}],"root_section":{"id":1,"name":"Enlightened Humanity"},"is_photo":false,"is_video":true,"is_large_font":false,"show_in_news_list":false,"url_to_show_in_news_list":"","location_filters":{"countries":[],"regions":[]},"filters":[{"id":13,"name":"Media content","badge_name":"Media content","show_badge":false,"children":[{"id":15,"name":"Video","badge_name":"Video","show_badge":false,"children":[]}],"all_children":false,"all_children_ids":"14,15,16"}]},{"id":"b20c6cf5-fb5e-4975-9799-fe3a97ffe631","slug":"what-is-the-environmental-footprint-of-christmas-24-december-2019-by-oecd-environment-focus-post","created_at":"2023-12-22T16:40:58.399195Z","views":46,"name":"What is the environmental footprint of Christmas? (24 December, 2019 by OECD Environment Focus)","about":"Anthony Cox`s article discusses the environmental footprint of Christmas, exploring the impact of holiday activities on waste generation, energy consumption, and carbon footprint, emphasizing the ecological challenges associated with festive practices.","text":"The Google search term \"Christmas and environment\" yields numerous tips on making the festive season more sustainable, covering Christmas trees, gift-giving, eco-friendly food, holiday cards, and wrapping. However, there is a lack of comprehensive studies on the overall environmental impact of Christmas despite substantial data on seasonal expenditures. Environmental concerns, such as the choice between live and artificial Christmas trees, the effect of wrapping paper and cards, challenges related to food waste, and the environmental consequences of packaging, significantly contribute to the carbon footprint. Addressing these issues requires a holistic approach, guided by the principles of a circular economy, with the OECD offering valuable insights and policy guidance for sustainable resource use and circular economy principles to promote eco-friendly consumption patterns and contribute to global well-being during the holiday season.","link_original":"https://oecd-environment-focus.blog/2019/12/24/what-is-the-environmental-footprint-of-christmas/","status":2,"country":[],"sections":[{"id":35,"name":"Planetary and resource challenges"}],"root_section":{"id":107,"name":"Life-friendly Earth"},"is_photo":false,"is_video":false,"is_large_font":false,"show_in_news_list":false,"url_to_show_in_news_list":"","location_filters":{"countries":[],"regions":[]},"filters":[]},{"id":"b86433b4-2d61-48a7-887d-20cbc35f9488","slug":"what-is-the-economic-value-of-coastal-and-marine-ecosystem-services-a-systematic-literature-review-by-jose-d-lopez-rivas-and-juan-camilo-cardenas-for-sciencedirect-post","created_at":"2025-07-28T08:10:02Z","views":44,"name":"What is the economic value of coastal and marine ecosystem services? 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It emphasizes gaps in geographic and ecosystem coverage, the need for interdisciplinary research, and the importance of economic valuation to inform climate-resilient policy and sustainable resource management.","link_original":"https://www.sciencedirect.com/science/article/abs/pii/S0308597X24000319","status":2,"country":[],"sections":[{"id":113,"name":"Coastal areas"}],"root_section":{"id":108,"name":"Conserving Wild Nature"},"is_photo":false,"is_video":false,"is_large_font":false,"show_in_news_list":false,"url_to_show_in_news_list":"","location_filters":{"countries":[],"regions":[{"id":12,"name":"Global"}]},"filters":[]},{"id":"4449876e-fd7e-4db1-a509-3642768e9acc","slug":"what-is-the-un-alliance-for-sustainable-fashion-post","created_at":"2023-05-30T14:18:48.175946Z","views":36,"name":"What is the UN Alliance for Sustainable Fashion?","about":"'What is the UN Alliance for Sustainable Fashion?' published by the United Nations Alliance for Sustainable Fashion explains the purpose of the UN Alliance for Sustainable Fashion,.","text":"This website assesses how fashion can change its course to reduce negative environmental and social impacts, and become a driver for implementing the Sustainable Development Goals.\nKey points include the industry's consumption of around 215 trillion liters of water annually and an annual material loss of $100 billion due to underutilization.\nThe website emphasizes that without significant changes to fashion production and consumption, the sector will continue to incur mounting social and environmental costs.\nThe website features the Synthesis Report on United Nations System-wide Initiatives related to Fashion.\nObjectives of the Alliance, such as promoting collaboration, knowledge sharing, synergies, outreach, and advocacy, are presented on the website.\nThe Alliance's focus on improving harmonization and synergies between existing initiatives is highlighted.","link_original":"https://unfashionalliance.org/","status":2,"country":[],"sections":[{"id":96,"name":"Following eco-fashion"}],"root_section":{"id":1,"name":"Enlightened Humanity"},"is_photo":false,"is_video":false,"is_large_font":false,"show_in_news_list":false,"url_to_show_in_news_list":"","location_filters":{"countries":[],"regions":[]},"filters":[{"id":3,"name":"Platforms","badge_name":"Platform","show_badge":true,"children":[],"all_children":true,"all_children_ids":""}]},{"id":"a2b98789-234b-4f50-9aa6-80e3bbd63883","slug":"what-is-the-internet-of-things-by-joe-mcgoldrick-for-nexford-university-post","created_at":"2025-11-07T06:22:02.951904Z","views":12,"name":"What is the Internet of Things? | by Joe McGoldrick for Nexford University","about":"While consumer applications of the Internet of Things offer comfort and convenience, the impact of IoT on business is far more significant. This blog takes an in-depth look at the applications and opportunities across various industries.","text":"The Internet of Things (IoT) refers to a network of interconnected devices—such as smartwatches, vehicles, home appliances, and industrial machines—that communicate and exchange data over the internet without human intervention. Each device, equipped with sensors and microprocessors, collects and transmits information that helps automate processes, improve efficiency, and enhance user experience.\n\nThe concept dates back to the early 1980s when researchers at Carnegie Mellon University connected a soda vending machine to the internet to monitor inventory and temperature. However, it wasn’t until the 2000s that IoT gained momentum, driven by advances in wireless networks, computing power, and affordable sensors. Today, billions of devices are connected globally, making IoT a cornerstone of digital transformation.","link_original":"https://www.nexford.edu/insights/applications-for-the-internet-of-things-iot-in-business","status":2,"country":[],"sections":[{"id":232,"name":"Internet of Things"}],"root_section":{"id":51,"name":"Industrial Revolution"},"is_photo":true,"is_video":false,"is_large_font":false,"show_in_news_list":true,"url_to_show_in_news_list":"https://onegeo.com/bucket/media/section_publication_photo/697caeb7-eda4-419e-8953-cdfa97ff5909","location_filters":{"countries":[],"regions":[{"id":12,"name":"Global"}]},"filters":[]},{"id":"7acb0749-0ad6-4461-b020-7fa3630f215c","slug":"what-is-the-future-of-work-a-2022-documentary-by-ian-khan-post","created_at":"2025-07-01T05:00:04Z","views":47,"name":"What is the Future of Work ? - A 2022 Documentary by Ian Khan","about":"Technology Futurist and Filmmaker Ian Khan discusses the trends shaping industries across the world. Featuring one-on-one interviews with leading Future of Work experts, the film is a must-watch for anyone looking to learn about where work is headed.","text":"This video explores how the COVID-19 pandemic and advancements in technology have reshaped the global workforce. The film delves into the transformative impact of the Fourth Industrial Revolution, highlighting the shift from traditional workplaces to remote and hybrid models. Through expert insights, it examines how automation, AI, and digital tools are not just altering jobs but also creating new opportunities, emphasizing a more flexible and human-centric approach to work.\r\n\r\nTracing the evolution of work from the Industrial Revolution to today, the documentary underscores the importance of adaptability in the face of rapid change. It discusses challenges like talent shortages, skill mismatches, and the need for ongoing reskilling. With industries embracing technologies like AR, VR, and collaborative platforms, the future of work is portrayed as dynamic and innovation-driven, demanding radical flexibility from both employers and employees.","link_original":"https://www.youtube.com/watch?v=qE4FRwsmFHk","status":2,"country":[],"sections":[{"id":202,"name":"Investment in workforce"}],"root_section":{"id":51,"name":"Industrial Revolution"},"is_photo":false,"is_video":true,"is_large_font":false,"show_in_news_list":true,"url_to_show_in_news_list":"https://www.youtube.com/watch?v=qE4FRwsmFHk","location_filters":{"countries":[],"regions":[{"id":13,"name":"Unspecified"}]},"filters":[{"id":13,"name":"Media content","badge_name":"Media content","show_badge":false,"children":[{"id":15,"name":"Video","badge_name":"Video","show_badge":false,"children":[]},{"id":16,"name":"Films","badge_name":"Film","show_badge":false,"children":[]}],"all_children":false,"all_children_ids":"14,15,16"}]},{"id":"6c59cf9c-fea1-4249-a08f-bd3415217b5a","slug":"what-is-the-eu-pact-on-migration-and-asylum-27-october-2023-post","created_at":"2023-11-15T09:32:45.738471Z","views":66,"name":"What is the EU Pact on Migration and Asylum? 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As negotiations reach their final phase in 2023, the IRC explores the importance of the EU Pact, its current challenges, and what's required to establish an EU migration and asylum system suitable for the future, covering key themes such as screening, asylum procedures, and crisis management.","link_original":"https://www.rescue.org/eu/article/what-eu-pact-migration-and-asylum","status":2,"country":[],"sections":[{"id":29,"name":"Balancing demographic shifts"}],"root_section":{"id":207,"name":"New Global Community"},"is_photo":false,"is_video":false,"is_large_font":false,"show_in_news_list":false,"url_to_show_in_news_list":"","location_filters":{"countries":[],"regions":[{"id":3,"name":"Europe"}]},"filters":[{"id":4,"name":"Websites","badge_name":"Website","show_badge":true,"children":[{"id":6,"name":"Regulations","badge_name":"Regulation","show_badge":false,"children":[]}],"all_children":false,"all_children_ids":"5,6,7"}]},{"id":"c9ead67d-4183-4b60-a8ef-f216f0c0a76a","slug":"what-is-sustainable-transport-and-what-role-does-it-play-in-tackling-climate-change-undp-post","created_at":"2025-07-11T11:13:40.604602Z","views":28,"name":"What is sustainable transport and what role does it play in tackling climate change? | UNDP","about":"Sustainable transport reduces emissions and pollution while ensuring safe, affordable, and inclusive mobility. 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