{"count":10630,"next":"http://onegeo.com/api/organization/section/home/publications?format=json&limit=20&offset=9120&ordering=-views","previous":"http://onegeo.com/api/organization/section/home/publications?format=json&limit=20&offset=9080&ordering=-views","results":[{"id":"3f61cf45-f3f3-43f7-84d3-c4b7739802c0","slug":"elementor-blog-10-best-freelance-websites-in-2026-by-itamar-haim-post","created_at":"2026-01-19T09:14:15.728468Z","views":12,"name":"Elementor Blog: 10 Best Freelance Websites in 2026. By Itamar Haim","about":"The freelance economy is a dynamic and expanding frontier of modern work. For millions of professionals, finding the right platform to connect with clients is the first step toward a successful independent career.","text":"This guide explores the top platforms for 2026, providing the insights you need to choose the best fit for your skills and career goals, from bustling marketplaces to the ultimate platform: your own professional website. These platforms are the giants of the freelance world, offering a vast array of projects across nearly every industry imaginable. They are often a great starting point for both new and experienced freelancers.\n\nThe Top Generalist Freelance Platforms\n1. Fiverr: The Project-Based Marketplace\n2. Upwork: The All-in-One Giant\n3. Freelancer.com: The Contest King\n\nBest Niche-Specific Freelance Websites\n4. Toptal: The Elite Network for Top Talent\n5. 99designs by Vistaprint: The Creative Hub for Designers\n6. WriterAccess: A Content Creator’s Paradise\n7. Guru: The Experienced Professional’s Choice\n\nEmerging and Specialized Platforms to Watch\n8. Contra: The Commission-Free Portfolio Platform\n9. Bark: The Local Service Connector\n10. PeoplePerHour: The UK-Based Powerhouse","link_original":"https://elementor.com/blog/best-freelance-websites/","status":2,"country":[],"sections":[{"id":259,"name":"Freelance workforce"}],"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":3,"name":"Platforms","badge_name":"Platform","show_badge":true,"children":[],"all_children":true,"all_children_ids":""}]},{"id":"4273154a-46ce-4dc1-ab3c-741a19685540","slug":"the-necessity-of-contracting-in-oil-and-gas-industry-by-jacob-dut-chol-riak-for-american-journal-of-science-education-research-post","created_at":"2025-08-12T12:26:33.249828Z","views":12,"name":"The Necessity of Contracting in Oil and Gas Industry | by Jacob Dut Chol Riak for American Journal of Science Education Research","about":"The study analyzes Joint Operating Agreements in oil and gas, outlining their benefits in risk allocation, defining rights and duties, and fostering cooperation.","text":"The oil and gas industry is a high-risk, capital- and technology-intensive sector, facing geological, political, economic, and environmental uncertainties. No single investor can bear these risks alone, leading companies to form joint ventures governed by Joint Operating Agreements. This research explores these agreements as vital legal tools regulating relations between operators and non-operators, ensuring cost, profit, and risk allocation, defining rights and duties, and providing mechanisms for dispute resolution. It examines how such agreements structure participation shares, operator selection, work programs, budgets, and withdrawal terms. Special attention is given to sole risk, non-consent, and default clauses, noting their value but stressing cautious application to protect working relationships. The findings highlight these agreements as frameworks for cooperation, aiming to strengthen partnerships rather than lead to litigation.","link_original":"https://www.researchgate.net/publication/392408485_The_Necessity_of_Contracting_in_Oil_and_Gas_Industry_Why_does_the_Oil_and_Gas_Industry_Often_use_Joint_Operating_Agreements_JOAs","status":2,"country":[],"sections":[{"id":83,"name":"Oil & Gas"}],"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":[{"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":"449a7dc0-7f70-4116-af8c-e70b2d30aed0","slug":"enhancing-decision-support-system-for-disaster-crises-leveraging-emerging-technologies-for-improved-civil-preparedness-and-crisis-management-eu-funding-tenders-portal-call-for-proposal-post","created_at":"2026-01-21T09:45:49.302956Z","views":12,"name":"Enhancing decision support system for disaster crises: leveraging emerging technologies for improved civil preparedness and crisis management | EU Funding & Tenders Portal. Call for proposal","about":"Horizon Europe | Civil Security for Society 2027 (HORIZON-CL3-2027-01) | Deadline date: 04 November 2027","text":"This topic focuses on improving disaster crisis decision-support systems through the integration of emerging technologies, particularly trustworthy AI, to strengthen civil preparedness and crisis management. The goal is to enhance reliability, transparency, and efficiency, enabling faster and better-informed responses from early warning to early action.\n\nProposals should develop AI-driven systems that process large-scale data, support predictive modelling, and improve coordination among authorities, emergency services, and other stakeholders. Emphasis should be placed on ethical, explainable, secure, and inclusive AI, validation through test centres, and clear pathways for uptake.\n\nProjects should align with EU AI ethics and resilience strategies, address UCPM capacity gaps, leverage European data infrastructures, and ensure FAIR data to improve operational efficiency, usability, and collaboration in disaster response.","link_original":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-CL3-2027-01-DRS-03?order=DESC&pageNumber=1&pageSize=50&sortBy=startDate&isExactMatch=true&status=31094501,31094502,31094503","status":2,"country":[],"sections":[{"id":270,"name":"Calls for partnership projects"}],"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":[{"id":3,"name":"Europe"}]},"filters":[]},{"id":"473e33ee-0948-4466-a229-9f0a8bd1327d","slug":"a-typology-of-civil-society-organisation-activities-a-multi-grounded-theory-approach-to-what-csos-do-by-mark-riboldi-for-taylor-francis-post","created_at":"2025-11-12T05:30:47.683540Z","views":12,"name":"A typology of civil society organisation activities: a multi-grounded theory approach to what CSOs do | by Mark Riboldi for Taylor & Francis","about":"This paper examines Australian CSOs’ COVID-19 responses to propose a typology of 10 activities, highlighting both common functions like advocacy and service delivery and often-overlooked enabling roles.","text":"Beginning explorations of civil society organisations (CSOs) from a democratic, political, or regulatory perspective potentially overlook important aspects of CSO activity. Instead, this paper takes CSOs in action as its starting point – specifically, Australian CSOs responding to the needs of people and communities during the crisis of the COVID-19 coronavirus pandemic. Working between reflections by Australian CSO leaders during the pandemic and selected literature, a multi-grounded theory approach is used to produce a novel theoretical contribution – a typology of 10 distinct CSO activities. \n\nThese 10 activities are divided into three categories: \nThe ‘Big Three’ activities – advocate systemically, deliver service and build capacity; \n‘Business As Usual’ activities – engage community, manage organisation and work collaboratively; and \n‘Enabling’ activities – conduct research, coordinate network, hold space and provide funding.","link_original":"https://www.tandfonline.com/doi/full/10.1080/10361146.2024.2362211#abstract","status":2,"country":[{"id":14,"name":"Australia","icon":""}],"sections":[{"id":242,"name":"Civil-society sector activities"}],"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":[{"id":14,"name":"Australia"}],"regions":[{"id":1,"name":"Oceania"}]},"filters":[]},{"id":"48177aa4-9c0b-4d1a-9a66-c3270b6238d5","slug":"tuna-talks-bring-wins-for-indian-ocean-sharks-but-more-needed-experts-say-by-malavika-vyawahare-for-mongabay-post","created_at":"2025-05-15T08:09:46.668508Z","views":12,"name":"Tuna talks bring wins for Indian Ocean sharks, but more needed, experts say | by Malavika Vyawahare for Mongabay","about":"At the most recent round of Indian Ocean tuna talks, countries adopted measures to curb shark finning, expand the scope of bans that prohibit fishers from holding on to sharks caught as bycatch and restrict the use of harmful fishing gear.","text":"In Saint-Denis, La Réunion, the Indian Ocean Tuna Commission (IOTC) convened and agreed on new shark conservation measures. These include stricter rules against shark finning, a wider ban on retaining certain shark species, and limits on fishing gear known to increase shark bycatch. While conservationists celebrated this progress as a \"win\" for sharks, they expressed disappointment over the lack of stronger protections for the endangered shortfin mako shark. The adopted measures for makos include a partial retention ban, allowing fishers to keep dead makos if their vessels have observers or electronic monitoring. Concerns were also raised about the effectiveness of a partial ban on wire leaders, a fishing gear that contributes significantly to shark catches.\n\nThe IOTC also discussed tuna fisheries, with a key decision to review the recent assessment that yellowfin tuna is no longer overfished, a finding met with skepticism by some due to past overfishing and uncertainties in the data.","link_original":"https://news.mongabay.com/2025/05/tuna-talks-bring-wins-for-indian-ocean-sharks-but-more-needed-experts-say/","status":2,"country":[],"sections":[{"id":162,"name":"The Indian Ocean"}],"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":"486f6035-0579-45a5-80f1-51ef436d5b5d","slug":"edx-a-global-community-of-learners-post","created_at":"2026-01-07T08:34:22.466290Z","views":12,"name":"EdX – a global community of learners","about":"Learning you can trust, from the world's top universities and experts","text":"Founded in 2012 by professors at Harvard University and the Massachusetts Institute of Technology (MIT), edX is an online learning platform that provides education and professional development from leading institutions to learners worldwide.\nAs of May 2025, 100 million learners have engaged with educational content delivered through the platform.\n\nChoose the format that works best for you:\n- Individual courses. Learn a new skill anywhere, anytime.\n- Certificate programs. Combine multiple courses into a well-rounded program.\n- Executive Education. Deepen your expertise with classes designed by experts.\n- Online degrees. Earn your degree from a prestigious university.\n\nPopular topics:\n- Artificial Intelligence. \n- Leadership. \n- Supply Chain. \n- Computer Programming.\n- Probability.\n- Python.\n- Machine Learning.\n- Computer Science.\n- Writing.\n- Statistics.","link_original":"https://www.edx.org/","status":2,"country":[],"sections":[{"id":255,"name":"Education"}],"root_section":{"id":207,"name":"New Global Community"},"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=kBh2yQR1i6U","location_filters":{"countries":[],"regions":[{"id":12,"name":"Global"}]},"filters":[{"id":3,"name":"Platforms","badge_name":"Platform","show_badge":true,"children":[],"all_children":true,"all_children_ids":""},{"id":8,"name":"Enlightenment","badge_name":"Enlightenment","show_badge":false,"children":[{"id":9,"name":"Educational programs","badge_name":"Educational program","show_badge":false,"children":[]}],"all_children":false,"all_children_ids":"9,10,27,11,12"}]},{"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":"48c417fe-6694-4c8f-a475-00232198ffd0","slug":"transglobe-expedition-trust-post","created_at":"2025-06-09T09:30:13.035890Z","views":12,"name":"Transglobe Expedition Trust","about":"The organization fosters scientific expeditions blending research and adventure. It supports interdisciplinary projects, education, environmental protection, and young scientists, providing open access to findings and promoting innovation.","text":"This charitable organization supports innovative scientific and exploratory expeditions inspired by the spirit of discovery. Its mission is to promote the study of remote corners of the planet, dissemination of knowledge about the environment, and development of interdisciplinary research. Originating as a continuation of the legendary Transglobe Expedition (1979–1982), the first circumnavigation through the North and South Poles.\n\nIt supports projects combining scientific goals with an adventurous spirit—in geography, climatology, biology, geology, and cultural anthropology. Special attention is given to initiatives with educational impact, environmental conservation, and deepening understanding of the human-nature relationship.\n\nThe foundation facilitates public access to research results, supports young researchers, and provides grants for bold scientific ideas. It remains an important platform for developing contemporary research thinking.","link_original":"https://transglobe-trust.org/","status":2,"country":[{"id":239,"name":"United Kingdom of Great Britain and Northern Ireland","icon":""}],"sections":[{"id":180,"name":"Scientific research expeditions"}],"root_section":{"id":108,"name":"Conserving Wild Nature"},"is_photo":false,"is_video":true,"is_large_font":false,"show_in_news_list":false,"url_to_show_in_news_list":"","location_filters":{"countries":[{"id":239,"name":"United Kingdom of Great Britain and Northern Ireland"}],"regions":[]},"filters":[{"id":4,"name":"Websites","badge_name":"Website","show_badge":true,"children":[{"id":5,"name":"Organizations","badge_name":"Organization","show_badge":false,"children":[]}],"all_children":false,"all_children_ids":"5,6,7"},{"id":8,"name":"Enlightenment","badge_name":"Enlightenment","show_badge":false,"children":[{"id":9,"name":"Educational programs","badge_name":"Educational program","show_badge":false,"children":[]}],"all_children":false,"all_children_ids":"9,10,27,11,12"},{"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":"4db0c2b2-b591-4ec2-b4f2-b9e38a6b0027","slug":"the-european-citizen-action-service-post","created_at":"2025-07-10T07:49:21.991948Z","views":12,"name":"The European Citizen Action Service","about":"ECAS is a Brussels-based non-profit that empowers EU citizens by providing legal advice, promoting civic participation, defending free movement rights, and supporting digital democracy across Europe.","text":"The European Citizen Action Service (ECAS) is an international non-profit based in Brussels dedicated to empowering EU citizens and strengthening European democracy. For over 30 years, ECAS has offered free legal advice on EU rights through services like Your Europe Advice, helping thousands each year with cross-border living and working issues. Beyond legal support, ECAS drives civic engagement by coordinating the European Citizens’ Initiative Forum, tackling online disinformation, and developing digital democracy tools. It connects NGOs, policymakers, and citizens to build an inclusive, transparent EU. Through training, advocacy, and crowdsourcing, ECAS helps people exercise their rights and shape Europe’s future.","link_original":"https://ecas.org/","status":2,"country":[{"id":22,"name":"Belgium","icon":""}],"sections":[{"id":21,"name":"Getting involved in civic initiatives"}],"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":[{"id":22,"name":"Belgium"}],"regions":[{"id":3,"name":"Europe"}]},"filters":[{"id":4,"name":"Websites","badge_name":"Website","show_badge":true,"children":[{"id":5,"name":"Organizations","badge_name":"Organization","show_badge":false,"children":[]}],"all_children":false,"all_children_ids":"5,6,7"}]},{"id":"4dfcfb93-4506-48ad-84fb-1c0c3af68a95","slug":"drylands-what-where-and-why-should-we-care-post","created_at":"2025-05-29T08:21:01.492667Z","views":12,"name":"Drylands: what, where and why should we care?","about":"The video highlights the importance of drylands, covering 40% of Earth’s land, and calls for sustainable management to address challenges like desertification and biodiversity loss.","text":"The video explores the significance of drylands, which encompass approximately 40% of the Earth's land surface. It delves into the unique characteristics of these regions, including their water scarcity, diverse ecosystems, and the challenges posed by climate change and human activities. The video emphasizes the importance of sustainable land management practices and the need for global cooperation to address issues such as desertification, biodiversity loss, and food security in dryland areas.","link_original":"https://www.youtube.com/watch?v=YcDNZd-2T-U","status":2,"country":[],"sections":[{"id":46,"name":"Drylands"}],"root_section":{"id":108,"name":"Conserving Wild Nature"},"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":"4f0f82db-2e70-4d06-b883-28a3b6efb224","slug":"duolingos-ai-update-is-quietly-ruining-everything-a-video-by-evan-edinger-post","created_at":"2025-06-04T15:46:06.082540Z","views":12,"name":"Duolingo’s AI Update is Quietly Ruining Everything | a video by Evan Edinger","about":"This video critiques Duolingo's shift to an \"AI-first\" company, arguing that this change is negatively impacting the user experience by prioritizing quantity and profit over quality and human creativity.","text":"The video critiques Duolingo's shift to an \"AI-first\" company, arguing that this change, announced by CEO Luis Von Ahn, has led to a noticeable decline in content quality, especially in stories and audio lessons. The speaker, a long-time Duolingo user, expresses disappointment that AI is replacing creative tasks rather than just repetitive ones, leading to a soulless user experience driven by profit over genuine language learning. The video suggests this trend reflects a broader issue in tech where data and efficiency trump human creativity and quality.","link_original":"https://www.youtube.com/watch?v=kPS_-cjh-u4","status":2,"country":[],"sections":[{"id":105,"name":"Mind’s evolution: IT and AI"}],"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":"511d598d-e29f-47c4-bbcf-eafbf065e516","slug":"why-additive-manufacturing-skills-matter-i-the-european-institute-of-innovation-and-technology-eit-manufactoring-post","created_at":"2025-11-07T06:26:39.189933Z","views":12,"name":"Why additive manufacturing skills matter I The European Institute of Innovation and Technology (EIT) Manufactoring","about":"Additive manufacturing is transforming industries with faster, customizable, and sustainable production, creating high demand for skilled professionals.","text":"Additive manufacturing, or 3D printing, is rapidly gaining traction across industries - from aerospace, automotive, construction, and defence to healthcare, consumer goods, fashion, and food. Accounting for 27% of global advanced manufacturing activities, it offers design freedom, customization, rapid prototyping, and material and weight efficiency, enabling the production of complex parts difficult or impossible to make with traditional methods, while promoting resource efficiency and sustainability. As demand grows, so does the need for skilled professionals in design, engineering, materials science, and production. To address this skills gap, Kilometro Rosso, in collaboration with the INFINITY project, developed the Additive Manufacturing courses on the EIT Manufacturing Academy platform. These programs cover materials, design principles, circular economy practices, and advanced quality assurance, equipping professionals and students.","link_original":"https://www.eitmanufacturing.eu/news-events/news/why-additive-manufacturing-skills-matter/","status":2,"country":[],"sections":[{"id":237,"name":"Additive manufacturing"}],"root_section":{"id":51,"name":"Industrial Revolution"},"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":13,"name":"Media content","badge_name":"Media content","show_badge":false,"children":[{"id":14,"name":"Photo","badge_name":"Photo","show_badge":false,"children":[]}],"all_children":false,"all_children_ids":"14,15,16"}]},{"id":"51553be7-2124-4559-aa3a-bf952f513ede","slug":"improved-rural-urban-linkages-building-sustainable-food-systems-post","created_at":"2025-05-16T07:27:53.073141Z","views":12,"name":"Improved rural urban linkages: Building sustainable food systems","about":"City region food systems integrate urban and rural areas to enhance sustainability and tackle food, social, and environmental challenges.","text":"Land and water use, food production, environmental management, transport and distribution, marketing and consumption concern urban and rural areas. Looking at the food system from a city region perspective – the city and its surrounding areas –, can ensure a more sustainable urbanization, and contribute in tackling challenges like urban food and nutrition insecurity, social and economic inequalities in cities and its surrounding areas, and degraded environmental and natural resources.","link_original":"https://www.youtube.com/watch?v=DJgMzxUTx2U&t=2s","status":2,"country":[],"sections":[{"id":57,"name":"Non-hazardous food production"}],"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":"5170d3a0-eaf0-48a6-849d-798195799596","slug":"ai-and-deepfakes-supercharge-sophisticated-cyber-attacks-says-cloudflare-by-danny-palmer-for-infosecurity-magazine-post","created_at":"2026-03-26T13:07:08.136600Z","views":12,"name":"AI and Deepfakes Supercharge Sophisticated Cyber-Attacks, Says Cloudflare | by Danny Palmer for Infosecurity Magazine","about":"AI tools and large language models are empowering cybercriminals to launch sophisticated attacks faster and at scale, including phishing, malware, and AI deepfakes, warns Cloudflare’s 2026 Threat Report.","text":"The 2026 Cloudflare Threat Report highlights how AI has become a “force multiplier” for cybercriminals, lowering technical barriers and increasing the impact of attacks. LLMs enable attackers to craft convincing phishing emails, develop malware, map networks in real time, and identify high-value data for supply chain compromises. Malicious actors—including state-sponsored groups, cybercrime gangs, and hacktivists—are leveraging these tools to exploit cloud architectures and corporate identities. \n\nDeepfakes and AI-generated fraudulent IDs are being used to infiltrate organizations directly, turning remote workforces into internal threats. 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