{"query_echo":{"q":"","filters":{"geography":["Ukraine"]},"warnings":[]},"total":{"value":770,"relation":"eq"},"page":38,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Ukraine&page=38","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Ukraine&page=39","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"iisd-000939","url":"https://climateinsightsdirectory.org/document/iisd-000939","title":"Negociaciones sobre Agricultura en la CM13 de la Organización Mundial del Comercio","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"briefing","language":"es","date_published":null,"source_url":"https://www.iisd.org/es/node/17941","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The briefing examines the tensions within the WTO's MC13 negotiations, focusing on the need for binding commitments over non-binding declarations. It highlights a proposed export restriction exemption for Least Developed Countries (LDCs) to combat food insecurity and details the deep divisions between developed and developing nations over domestic support and public stockholding of agricultural products.","ai_generated":true,"unit":"iisd-000939#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Food security is a central focus for MC13, but members disagree on the primary mechanisms to achieve it, with some prioritizing public stockholding, special safeguard mechanisms, domestic support, and cotton, while others emphasize transparency, export restrictions, or market access.","ai_generated":true,"unit":"iisd-000939#insight-1","date_modified":"2026-10-23"},{"text":"There is a proposal to create an exemption from export prohibitions or restrictions for Least Developed Countries (LDCs) to ensure they can purchase food for domestic consumption, which would protect them from global price spikes caused by restrictions from major producers.","ai_generated":true,"unit":"iisd-000939#insight-2","date_modified":"2026-10-23"},{"text":"LDCs are highly vulnerable to trade restrictions; for instance, the percentage of imported calories affected by restrictions was 29.6% during the 2008 recession, 18.2% during the COVID-19 pandemic, and 26.3% in the early months of the war in Ukraine.","ai_generated":true,"unit":"iisd-000939#insight-3","date_modified":"2026-10-23"},{"text":"A significant divide exists regarding public stockholding: developing nations like India and China, along with the G33 and African Group, argue it should be treated as an independent issue, whereas the Cairns Group, the US, and the EU view it as a form of trade-distorting domestic support.","ai_generated":true,"unit":"iisd-000939#insight-4","date_modified":"2026-10-23"},{"text":"Developing countries, including India and China, seek to update the methodology for calculating market price support, arguing that the current reference prices from 1986-1988 are outdated and hinder their ability to support producers.","ai_generated":true,"unit":"iisd-000939#insight-5","date_modified":"2026-10-23"},{"text":"The African Group, Pakistan, and the C4 cotton producers specifically target subsidies under the 'green box' (paragraphs 5 to 13) as trade-distorting and harmful to developing country producers.","ai_generated":true,"unit":"iisd-000939#insight-6","date_modified":"2026-10-23"},{"text":"Non-binding declarations, such as the one from MC12, have proven insufficient; as of mid-October 2023, 75 export restrictions on food, feed, and fertilizers remained in effect globally.","ai_generated":true,"unit":"iisd-000939#insight-7","date_modified":"2026-10-23"}],"climate_tags":["food security","biodiversity","climate change"],"geography_discussed":["India","People's Republic of China","United States","European Union","Ukraine","Pakistan"],"frame_perspective":[],"analysis_type":["policy analysis","negotiation briefing"]},{"id":"isdglo-000052","url":"https://climateinsightsdirectory.org/document/isdglo-000052","title":"Die Grünen als Feindbilder während der Gaspreiskrise 2022","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"report","language":"de","date_published":null,"source_url":"https://www.isdglobal.org/wp-content/uploads/2023/10/2023-08-15-NOTORIOUS_Dokumentation2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes how disinformation actors, including right-wing influencers and AfD politicians, targeted the Green Party during the 2022 gas crisis. Using a dataset of over 1.2 million Twitter posts, the study finds that the Greens were mentioned more than twice as often as any other party, frequently as targets of narratives that blamed them for energy shortages while ignoring Russia's role in the crisis. Key narrative clusters identified include claims that the stop of Nord Stream 2 was an ideological act, that the gas levy was a 'war declaration' against the people, and that Minister Robert Habeck was implementing a 'planned economy' to force a climate agenda.","ai_generated":true,"unit":"isdglo-000052#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Quantitative analysis of Twitter data from February 24 to October 15, 2022, shows that the Green Party was mentioned significantly more than other political parties, with 81,799 posts, more than double the mentions of the SPD (30,410), FDP (28,242), and CDU (25,086).","ai_generated":true,"unit":"isdglo-000052#insight-1","date_modified":"2026-10-23"},{"text":"Minister Robert Habeck was the most mentioned individual politician in the dataset with 74,229 posts, far exceeding mentions of Chancellor Olaf Scholz (26,298) and other cabinet members.","ai_generated":true,"unit":"isdglo-000052#insight-2","date_modified":"2026-10-23"},{"text":"A prominent narrative cluster claims the cessation of Nord Stream 2 was an ideological decision by the Green Party intended to risk an energy emergency, while ignoring that the pipeline was never certified by the Federal Network Agency.","ai_generated":true,"unit":"isdglo-000052#insight-3","date_modified":"2026-10-23"},{"text":"Disinformation actors used the gas levy (Gasumlage) to frame the Green Party as hostile to the German population, describing the levy as a \"war tax\" and using a 2018 quote from Robert Habeck taken out of context to suggest he does not care about the people.","ai_generated":true,"unit":"isdglo-000052#insight-4","date_modified":"2026-10-23"},{"text":"Another narrative cluster alleges that Minister Habeck used the Ukraine war as a pretext to implement a \"planned economy\" and a \"climate agenda,\" with some posts comparing Green politics to the regime of the Khmer Rouge in Cambodia.","ai_generated":true,"unit":"isdglo-000052#insight-5","date_modified":"2026-10-23"},{"text":"The study identifies a network of alternative media and influencers driving these narratives, with high volumes of links to sites such as 'Freie Welt', 'Recentr', and 'Newsposter.net', as well as the Russian state broadcaster RT.","ai_generated":true,"unit":"isdglo-000052#insight-6","date_modified":"2026-10-23"}],"climate_tags":["energy transition","natural gas","climate policy","climate change disinformation"],"geography_discussed":["Russia","Ukraine","Cambodia"],"frame_perspective":[],"analysis_type":["quantitative analysis","qualitative analysis","network analysis","content analysis"]},{"id":"isdglo-000080","url":"https://climateinsightsdirectory.org/document/isdglo-000080","title":"CONSPIRACY THEORIES: A GUIDE FOR MEMBERS OF PARLIAMENT AND CANDIDATES","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"guide","language":"en","date_published":null,"source_url":"https://www.isdglobal.org/wp-content/uploads/2024/05/Conspiracy-Theories-Guide.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document provides a comprehensive overview of conspiracy theories, defining them as explanations citing a secret group of powerful persons acting against the common good. It highlights the systemic link between many modern conspiracies and historical antisemitism, using case studies such as the 'Great Reset', 'QAnon', and 'The Great Replacement' to illustrate how these narratives erode trust in democratic institutions. The guide specifically addresses the risks posed by the spread of misinformation regarding Covid-19, 5G, and climate-related urban planning (15-minute cities), and offers practical recommendations for public officials to verify information and recognize conspiratorial structures.","ai_generated":true,"unit":"isdglo-000080#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Conspiracy theories are defined as explanations of events that identify a \"group of powerful persons, the conspirators, acting in secret for their own benefit against the common good,\" often utilizing proxies such as the media, politicians, or government agencies to execute malicious plans.","ai_generated":true,"unit":"isdglo-000080#insight-1","date_modified":"2026-10-23"},{"text":"Many prominent conspiracy theories are rooted in or overlap with antisemitism, often using codewords like \"Global Elite,\" \"cabal,\" or \"dark forces\" to refer to a perceived Jewish conspiracy for world domination.","ai_generated":true,"unit":"isdglo-000080#insight-2","date_modified":"2026-10-23"},{"text":"Conspiracy theories pose a significant threat to liberal democracies by eroding public confidence in essential institutions, including the justice system, healthcare providers, and regulated media, which can lead to reduced political participation and increased violence.","ai_generated":true,"unit":"isdglo-000080#insight-3","date_modified":"2026-10-23"},{"text":"The 'Great Reset' conspiracy theory has hijacked a World Economic Forum (WEF) initiative for sustainable post-pandemic recovery, falsely claiming the WEF intends to abolish private property (\"You’ll own nothing and be happy\") and implement social credit systems.","ai_generated":true,"unit":"isdglo-000080#insight-4","date_modified":"2026-10-23"},{"text":"The 'Great Replacement' theory claims a deliberate plan exists to replace white European populations with ethnic minority groups through immigration, a narrative that has motivated white supremacist terrorists in Christchurch, New Zealand, and Norway.","ai_generated":true,"unit":"isdglo-000080#insight-5","date_modified":"2026-10-23"},{"text":"Misinformation during the Covid-19 pandemic created an information vacuum that led to harmful outcomes, including vaccine hesitancy among pregnant women and thousands of hospital admissions globally due to false online information.","ai_generated":true,"unit":"isdglo-000080#insight-6","date_modified":"2026-10-23"},{"text":"The '15-minute city' urban planning concept has been warped into a conspiracy theory claiming that such designs are a means of 'climate tyranny' to restrict freedom of movement and increase surveillance.","ai_generated":true,"unit":"isdglo-000080#insight-7","date_modified":"2026-10-23"},{"text":"The Russia-Ukraine war has been used to deploy conspiratorial narratives, including pro-Russia claims that Vladimir Putin is a 'truthseeker' and antisemitic claims that Ukraine is a 'puppet' state controlled by 'Zionists'.","ai_generated":true,"unit":"isdglo-000080#insight-8","date_modified":"2026-10-23"},{"text":"Conspiracy theories often follow a predictable structure: they divide the world into 'good versus evil', claim that 'nothing is accidental', and mix partial facts with unfounded speculations to appear believable.","ai_generated":true,"unit":"isdglo-000080#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate change disinformation","public health"],"geography_discussed":["United States","New Zealand","Norway","Ukraine","Russia","Canada","France","Australia","Oxford"],"frame_perspective":[],"analysis_type":["guide","case study","policy recommendation"]},{"id":"isdglo-000095","url":"https://climateinsightsdirectory.org/document/isdglo-000095","title":"Czechia: Country Election Risk Assessment","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"report","language":"en","date_published":null,"source_url":"https://www.isdglobal.org/wp-content/uploads/2025/09/FRT-24_Czechia-Country-Election-Risk-Assessment-CERA_FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a complex threat landscape for the 2025 Czech elections, where foreign actors—primarily Russia and China—exploit domestic polarization and economic grievances. Key risks include the use of AI-generated deepfakes, the proliferation of pro-Kremlin Telegram networks, and narratives targeting the legitimacy of the new postal voting system. While Czechia's decentralized electoral infrastructure is considered resilient, the report highlights critical gaps in regulatory strength, specifically the delayed implementation of the EU Digital Services Act (DSA) and inadequate oversight of third-party campaign financing.","ai_generated":true,"unit":"isdglo-000095#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The introduction of postal voting for citizens abroad in 2025 has become a primary target for FIMI, with 60% of surveyed respondents fearing it will lead to electoral fraud.","ai_generated":true,"unit":"isdglo-000095#insight-1","date_modified":"2026-10-23"},{"text":"Russia remains the most active foreign actor, utilizing a network of Telegram channels (such as neČT24, Maršál Malinovskij, and Selský rozum) and the automated Pravda Network to disseminate pro-Kremlin propaganda.","ai_generated":true,"unit":"isdglo-000095#insight-2","date_modified":"2026-10-23"},{"text":"Chinese influence operations are characterized as more discreet than Russia's, focusing on cultural diplomacy, economic leverage, and the use of CGTN Radio to manage narratives around human rights and the war in Ukraine.","ai_generated":true,"unit":"isdglo-000095#insight-3","date_modified":"2026-10-23"},{"text":"Malign actors have deployed synthetic media to target high-level officials, including the use of deepfake audio and manipulated videos of President Petr Pavel to portray him as advocating war against Russia.","ai_generated":true,"unit":"isdglo-000095#insight-4","date_modified":"2026-10-23"},{"text":"The 'Voice of Europe' platform, based in Prague, was exposed as a Russian-sponsored hub that bribed European politicians to amplify Kremlin talking points ahead of the 2024 EU Parliament elections.","ai_generated":true,"unit":"isdglo-000095#insight-5","date_modified":"2026-10-23"},{"text":"Czechia faces a significant regulatory gap due to the failure to transpose the EU Digital Services Act (DSA) into national law by the 2024 deadline, which limits the Czech Telecommunication Office's ability to address systemic risks on social media.","ai_generated":true,"unit":"isdglo-000095#insight-6","date_modified":"2026-10-23"},{"text":"Campaign financing oversight is insufficient, with the Office for Economic Supervision of Political Parties lacking resources and issuing low fines, while third-party spending remains inadequately regulated.","ai_generated":true,"unit":"isdglo-000095#insight-7","date_modified":"2026-10-23"},{"text":"Anti-Ukraine narratives are prevalent, often framing Ukrainian refugees as an economic and security burden; 60% of Czechs feel the country has accepted more refugees than it can manage.","ai_generated":true,"unit":"isdglo-000095#insight-8","date_modified":"2026-10-23"},{"text":"The Czech electoral system's physical infrastructure is considered robust due to its decentralized nature, the use of paper ballots, and manual counting by citizen commissions.","ai_generated":true,"unit":"isdglo-000095#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation","European Union Emission Trading Scheme 1"],"geography_discussed":["Russia","People's Republic of China","Ukraine","European Union","Slovakia","Romania","Poland","Germany","Prague"],"frame_perspective":[],"analysis_type":["risk assessment","threat landscape analysis","behavioral analysis"]},{"id":"isdglo-000098","url":"https://climateinsightsdirectory.org/document/isdglo-000098","title":"Identifying Sock-Puppets on Wikipedia","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://www.isdglobal.org/wp-content/uploads/2024/04/Identifying-Sock-Puppets-on-Wikipedia_A-Semantic-Clustering-Approach.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The research tested a semantic clustering technique to identify coordinated manipulation on Wikipedia, focusing on the Russo-Ukrainian war and 48 related pages. While the method did not consistently distinguish between legitimate and illegitimate editors globally, it successfully identified several dense clusters of sock-puppet accounts and coordinated IP-based editing. The study concludes that semantic clustering is a useful tool for grouping accounts with highly similar editing patterns, which can then be targeted for human-led investigation.","ai_generated":true,"unit":"isdglo-000098#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The semantic clustering method identified 176 clusters of editors, but it did not consistently separate legitimate editors from those engaging in illegitimate activity, as clusters often reflected shared themes and topics rather than policy violations.","ai_generated":true,"unit":"isdglo-000098#insight-1","date_modified":"2026-10-23"},{"text":"The analysis identified six specific clusters of high interest containing dense groups of sock-puppet accounts or coordinated IP-range activity, where multiple accounts were linked to a single user.","ai_generated":true,"unit":"isdglo-000098#insight-2","date_modified":"2026-10-23"},{"text":"Cluster 1 contained ten editors, including five sock-puppets (three linked to one user), who focused on changing the description of Ukraine's location from Eastern to Central Europe in the 'Ukraine' article.","ai_generated":true,"unit":"isdglo-000098#insight-3","date_modified":"2026-10-23"},{"text":"Cluster 12 consisted of eight editors, including four sock-puppets linked to a single user, who engaged in an edit war over casualty details and personal information in the 'Casualties of the Russo-Ukrainian War' article.","ai_generated":true,"unit":"isdglo-000098#insight-4","date_modified":"2026-10-23"},{"text":"Cluster 78 included ten editors, eight of whom were blocked for reasons including vandalism and sock-puppetry, primarily fighting an edit war over whether to name the country 'Ukraine' or 'The Ukraine'.","ai_generated":true,"unit":"isdglo-000098#insight-5","date_modified":"2026-10-23"},{"text":"Cluster 100 comprised nine editors, including four sock-puppets (two linked to one user), who focused on updating country statistics and military data in the 'Russia–Ukraine relations' and 'Armed Forces of Ukraine' articles.","ai_generated":true,"unit":"isdglo-000098#insight-6","date_modified":"2026-10-23"},{"text":"Cluster 0 consisted of seven IP accounts from the same range, all blocked, which were used to repeatedly remove links to the 'Malaysia Airlines Flight 17' article from the 'Russia–Ukraine relations' page.","ai_generated":true,"unit":"isdglo-000098#insight-7","date_modified":"2026-10-23"},{"text":"Cluster 25 contained five editors, four of whom were IP accounts from a range blocked for disruptive editing and adding links to antisemitic and conspiracist content, focusing on Switzerland and Swiss banking.","ai_generated":true,"unit":"isdglo-000098#insight-8","date_modified":"2026-10-23"},{"text":"The study highlights that automated analysis of Wikipedia is hindered by the unstructured nature of 'diffs' and the need for manual navigation of user pages and investigation archives to link sock-puppets to principal accounts.","ai_generated":true,"unit":"isdglo-000098#insight-9","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Russia","Switzerland","Croatia","Pakistan"],"frame_perspective":[],"analysis_type":["research paper"]},{"id":"isdglo-000099","url":"https://climateinsightsdirectory.org/document/isdglo-000099","title":"Information Warfare and Wikipedia","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"report","language":"en","date_published":null,"source_url":"https://www.isdglobal.org/wp-content/uploads/2022/10/Information-Warfare-and-Wikipedia.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes how Wikipedia is targeted by information warfare, including undisclosed paid editing, state-sponsored infiltration, and the use of biased sources. Through a case study of the English-language page on the Russo-Ukrainian war, researchers identified patterns where blocked editors used state-affiliated domains and split their edit histories across multiple accounts to evade detection. The document also highlights the risk of 'community capture' in non-English Wikipedias and the psychological toll on volunteer editors fighting these campaigns.","ai_generated":true,"unit":"isdglo-000099#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Wikipedia faces several specific threats from coordinated actors, including undisclosed paid editing for 'reputation management', the use of 'sock-puppets' (multiple deceptive identities), and 'entryism', where states attempt to infiltrate the community of administrators to change policies from within.","ai_generated":true,"unit":"isdglo-000099#insight-1","date_modified":"2026-10-23"},{"text":"Non-English Wikipedias are susceptible to 'community capture', where a lack of editor diversity allows a specific ethno-linguistic or national group to distort content. An example is the Croatian-language Wikipedia, where editors promoted a 'fascist worldview' and whitewashed crimes of the Nazi-allied Ustashe regime.","ai_generated":true,"unit":"isdglo-000099#insight-2","date_modified":"2026-10-23"},{"text":"In a case study of the English-language Russo-Ukrainian war page, researchers found that bad actors may use a strategy of dividing edits on similar pages across different accounts to avoid scrutiny.","ai_generated":true,"unit":"isdglo-000099#insight-3","date_modified":"2026-10-23"},{"text":"Analysis of 86 blocked editors on the Russo-Ukrainian war page revealed that 16 of 22 edits containing state-sponsored domains exhibited narratives consistent with Kremlin-sponsored information warfare, focusing on casting doubt on objectivity, altering historical narratives, and adding Kremlin press releases.","ai_generated":true,"unit":"isdglo-000099#insight-4","date_modified":"2026-10-23"},{"text":"The Wikimedia Foundation took significant action in September 2021 by banning seven editors and removing administrator powers from 12 others linked to a mainland China group attempting to promote 'the aims of China'.","ai_generated":true,"unit":"isdglo-000099#insight-5","date_modified":"2026-10-23"},{"text":"Volunteer editors who defend key pages from systematic manipulation face burnout and targeted harassment, including aggressive messages on talk pages, reputation tarnishing, and the leaking of personal information.","ai_generated":true,"unit":"isdglo-000099#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation"],"geography_discussed":["Ukraine","People's Republic of China","Croatia","Russia"],"frame_perspective":[],"analysis_type":["case study","literature review","expert interviews","network mapping"]},{"id":"issafri-001200","url":"https://climateinsightsdirectory.org/document/issafri-001200","title":"Hybride Fears of A Hybride State","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"briefing","language":"en","date_published":null,"source_url":"https://issafrica.s3.amazonaws.com/site/uploads/GEORGIASEMPRES.PDF","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document presents a statistical overview of Russia's demographics, economy, and military capabilities, alongside a strategic analysis of its 'Positive' achievements—such as energy sector consolidation and the halting of military decay—and 'Negative' challenges, including corruption and the expansion of NATO and the EU into Ukraine.","ai_generated":true,"unit":"issafri-001200#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Russia's economic profile is characterized by significant energy production and exports, with oil production at 9.677 million bbl/day and gas exports totaling 213 billion cu m. The state maintains a positive account balance of $68.5 billion and gold and currency reserves of $470 billion.","ai_generated":true,"unit":"issafri-001200#insight-1","date_modified":"2026-10-23"},{"text":"The Russian military is undergoing a major upgrade valued at $200 billion, with a total force of 1.2 million personnel and a focus on revitalizing early warning radar systems in Ukraine, Lekhyusi, Armavir, and Voronezh.","ai_generated":true,"unit":"issafri-001200#insight-2","date_modified":"2026-10-23"},{"text":"Strategic risks facing the Russian state include demographic problems, the rise of China—specifically regarding infrastructure in Central Asia—and the potential expansion of the European Union and NATO into Ukraine.","ai_generated":true,"unit":"issafri-001200#insight-3","date_modified":"2026-10-23"}],"climate_tags":["natural gas"],"geography_discussed":["Ukraine","People's Republic of China","Kazakhstan","Turkmenistan","Georgia","Belarus","Kosovo","European Union"],"frame_perspective":[],"analysis_type":["strategic assessment","statistical profile"]},{"id":"issafri-002635","url":"https://climateinsightsdirectory.org/document/issafri-002635","title":"Private security and international law","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":null,"source_url":"https://issafrica.s3.amazonaws.com/site/uploads/PEACECHAP10.PDF","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the intersection of private security services and international law, specifically focusing on the definition of mercenaries under Protocol I of the Geneva Conventions and the legal obligations of states where such companies are based. It explores the legitimacy of providing military support to governments versus dissident parties, the risks of privatizing security for corporations in weak states, and the ethical and legal dilemmas humanitarian organisations face when considering armed escorts. The text concludes that the rise of 'new mercenaries' requires a coordinated UN response to prevent the erosion of national sovereignty and ensure adherence to humanitarian principles.","ai_generated":true,"unit":"issafri-002635#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"International humanitarian law distinguishes between the justification for using force and the conduct of military actions, focusing on the latter to preserve humanity during war.","ai_generated":true,"unit":"issafri-002635#insight-1","date_modified":"2026-10-23"},{"text":"Under Article 47 of Protocol I, a mercenary is defined by five cumulative criteria, including being specially recruited to fight, motivated by private gain with remuneration exceeding that of regular forces, and not being a national or resident of a party to the conflict.","ai_generated":true,"unit":"issafri-002635#insight-2","date_modified":"2026-10-23"},{"text":"The legality of private security services provided to a public entity depends on the legitimacy of that entity; providing support to a dissident party is generally a violation of sovereignty unless the UN acknowledges the government's illegitimacy.","ai_generated":true,"unit":"issafri-002635#insight-3","date_modified":"2026-10-23"},{"text":"Military advisors and technicians are not considered mercenaries as long as they do not take a 'direct part in the hostilities,' which requires a direct causal relationship between their activity and harm done to the enemy.","ai_generated":true,"unit":"issafri-002635#insight-4","date_modified":"2026-10-23"},{"text":"In states with disintegrating structures, private security companies protecting corporate interests (such as mining or oil installations) may assume state responsibilities, raising questions about accountability for humanitarian law violations.","ai_generated":true,"unit":"issafri-002635#insight-5","date_modified":"2026-10-23"},{"text":"States are not directly responsible for the conduct of private companies unless the company acts on behalf of the state, but they may be liable for a lack of 'due diligence' or for breaching neutrality laws by allowing the recruitment of combatants on their territory.","ai_generated":true,"unit":"issafri-002635#insight-6","date_modified":"2026-10-23"},{"text":"South Africa's Regulation of Foreign Military Assistance Act of 1998 employs a broad definition of assistance, covering not only combat but also advice, training, logistics, and even medical services.","ai_generated":true,"unit":"issafri-002635#insight-7","date_modified":"2026-10-23"},{"text":"The use of private armed escorts by humanitarian organisations is discouraged by the ICRC because it risks compromising impartiality, tarnishing the organisation's image, and creating dangerous dependencies.","ai_generated":true,"unit":"issafri-002635#insight-8","date_modified":"2026-10-23"},{"text":"The ICRC acts as the 'guardian of international humanitarian law,' which includes the potential for establishing a dialogue with private security companies to ensure their staff abide by humanitarian rules.","ai_generated":true,"unit":"issafri-002635#insight-9","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Angola","Nigeria","Russia","Kyrgyzstan","Georgia","Ukraine","South Africa","United States","United Kingdom","Somalia","Sierra Leone","Democratic Republic of the Congo","Papua New Guinea","Nicaragua"],"frame_perspective":[],"analysis_type":["legal analysis","policy review"]},{"id":"klimkul-000023","url":"https://climateinsightsdirectory.org/document/klimkul-000023","title":"FUELLING FAILURE","publisher":{"name":"Klimakultur","organization":"klimakultur"},"document_type":"executive summary","language":"en","date_published":null,"source_url":"https://www.klimakultur.no/media/hoppeetz/fossil-fuels-and-the-sdgs.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report 'Fuelling Failure' argues that fossil fuel dependence makes it impossible to achieve the UN Sustainable Development Goals (SDGs) by driving climate change and causing widespread pollution. It details specific negative impacts across all 17 SDGs, including pushing 122 million more people into extreme poverty by 2030 and causing 8.7 million premature deaths annually from air pollution between 2012 and 2018. The authors propose a Fossil Fuel Non-Proliferation Treaty to end new exploration, equitably phase down existing production, and accelerate a fair transition through financial and technological assistance, particularly from wealthy nations.","ai_generated":true,"unit":"klimkul-000023#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Fossil fuel dependence is the primary driver of climate change, accounting for 86 percent of global CO2 emissions over the last decade, and is preventing the achievement of the SDGs by endangering human and natural systems.","ai_generated":true,"unit":"klimkul-000023#insight-1","date_modified":"2026-10-23"},{"text":"Fossil fuel air pollution has severe public health consequences, causing an estimated 8.7 million premature deaths annually between 2012 and 2018, and contributing to 2 million preterm births and 4 million new childhood asthma cases in 2018.","ai_generated":true,"unit":"klimkul-000023#insight-2","date_modified":"2026-10-23"},{"text":"The fossil fuel industry and associated subsidies undermine economic and social goals; global fossil fuel subsidies reached $5.9 trillion in 2020, which is three times the annual amount required to eradicate poverty.","ai_generated":true,"unit":"klimkul-000023#insight-3","date_modified":"2026-10-23"},{"text":"Current production levels are inconsistent with the 1.5°C global warming limit; approximately 40 percent of developed reserves must remain in the ground to maintain a 50 percent probability of staying below this threshold, yet governments are expected to produce more than twice the amount consistent with this limit by 2030.","ai_generated":true,"unit":"klimkul-000023#insight-4","date_modified":"2026-10-23"},{"text":"Fossil fuels negatively impact all 17 SDGs, including pushing 122 million more people into extreme poverty by 2030, contaminating water supplies, and causing ocean acidification and extreme heat stress that threatens marine life.","ai_generated":true,"unit":"klimkul-000023#insight-5","date_modified":"2026-10-23"},{"text":"The authors propose a Fossil Fuel Non-Proliferation Treaty as a binding international framework to complement the Paris Agreement, focusing on a worldwide moratorium on new extraction, an equitable phase-down of existing projects, and financial assistance for a just transition.","ai_generated":true,"unit":"klimkul-000023#insight-6","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel","Sustainable Development Goals","climate change","air pollution","biodiversity loss","fossil fuel subsidy","energy transition","renewable energy","just transition","ocean acidification","carbon dioxide emissions","climate finance"],"geography_discussed":["Australia","Russia","Ukraine"],"frame_perspective":[],"analysis_type":["impact assessment","policy proposal"]},{"id":"natjust-000357","url":"https://climateinsightsdirectory.org/document/natjust-000357","title":"What You Need to Know About the Proposed Nuclear Power Plant in Uyombo, Kilifi","publisher":{"name":"Natural Justice","organization":"natural-justice"},"document_type":"fact sheet","language":"en","date_published":null,"source_url":"https://naturaljustice.org/wp-content/uploads/2025/05/Uyombo-nuclear-power-fact-sheet.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document critiques the proposed nuclear power plant in Uyombo, Kilifi, Kenya, highlighting a lack of transparency in the Strategic Environmental Assessment (SEA) and a failure to follow legal requirements for public participation. It warns of severe health and environmental risks, including radioactive waste management failures and marine ecosystem disruption. The text further notes that Kenya lacks membership in key international nuclear safety agreements and that the estimated USD 5 billion cost per plant could increase electricity tariffs for consumers. The author calls for the Parliamentary Committee on Environment and Natural Resources to halt the process and prioritise renewable energy alternatives like solar, wind, and geothermal.","ai_generated":true,"unit":"natjust-000357#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The site selection process for the Uyombo plant was flawed due to a Strategic Environmental Assessment (SEA) that lacked transparency and critical data regarding site comparisons and local development plans.","ai_generated":true,"unit":"natjust-000357#insight-1","date_modified":"2026-10-23"},{"text":"Kenya's legal and safety framework is insufficient for nuclear power, as the country is not a member of key international nuclear safety agreements and lacks strong domestic protections against major nuclear accidents.","ai_generated":true,"unit":"natjust-000357#insight-2","date_modified":"2026-10-23"},{"text":"The project poses significant environmental and health risks, including the discharge of heated cooling water into the sea and the absence of a concrete plan for managing radioactive waste that remains hazardous for thousands of years.","ai_generated":true,"unit":"natjust-000357#insight-3","date_modified":"2026-10-23"},{"text":"The economic burden of a single nuclear plant, estimated at over USD 5 billion (Kshs 650 billion), is likely to be passed to consumers via higher electricity tariffs, potentially increasing energy poverty.","ai_generated":true,"unit":"natjust-000357#insight-4","date_modified":"2026-10-23"}],"climate_tags":["nuclear power","energy justice","energy poverty","solar energy","wind power","geothermal energy","renewable energy"],"geography_discussed":["Ukraine","Japan"],"frame_perspective":[],"analysis_type":["policy analysis","risk assessment"]},{"id":"prio-001143","url":"https://climateinsightsdirectory.org/document/prio-001143","title":"Beredskapspolitikk","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"report","language":"no","date_published":null,"source_url":"https://www.prio.org/publications/13604","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the ethical dilemmas inherent in preparedness policy, highlighting the tension between investing in potential future threats versus immediate needs. It identifies a need for a holistic 'preparedness ethics' to manage trade-offs between military and civil security, national and international priorities, and the protection of humans versus other species.","ai_generated":true,"unit":"prio-001143#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Preparedness policy involves difficult trade-offs between allocating resources for potential future dangers and addressing immediate needs, as well as balancing military readiness against threats like pandemics, natural disasters, and global warming.","ai_generated":true,"unit":"prio-001143#insight-1","date_modified":"2026-10-23"},{"text":"The document highlights that disparities in preparedness lead to vastly different outcomes for similar disasters, citing the 2010 earthquakes in Haiti and Chile, where Haiti suffered 223,000 deaths compared to 562 in Chile due to superior infrastructure and handling capacity.","ai_generated":true,"unit":"prio-001143#insight-2","date_modified":"2026-10-23"},{"text":"Current preparedness plans are characterized by 'anthropocentrism,' meaning nature is valued only for its utility to humans, prompting a call for a more 'ecological' approach to security that considers the intrinsic value of other species.","ai_generated":true,"unit":"prio-001143#insight-3","date_modified":"2026-10-23"},{"text":"There is a noted shift in international efforts regarding terrorism and climate change, moving away from prevention toward preparedness aimed at limiting damage, which the author suggests may reflect a resignation following failed attempts to combat root causes.","ai_generated":true,"unit":"prio-001143#insight-4","date_modified":"2026-10-23"},{"text":"The author argues that Norway lacks a practical framework for what constitutes a 'fair' preparedness policy, necessitating a holistic 'preparedness ethics' to evaluate the value choices embedded in security legislation and regulations.","ai_generated":true,"unit":"prio-001143#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate change adaptation","natural disaster","national security","risk management","climate justice"],"geography_discussed":["Ukraine","Haiti","Chile","United States","United Kingdom","France","Australia"],"frame_perspective":[],"analysis_type":["policy analysis","ethical analysis"]},{"id":"prio-001184","url":"https://climateinsightsdirectory.org/document/prio-001184","title":"Samfunnsgeografenes forskningsmetoder","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"report","language":"no","date_published":null,"source_url":"https://cdn.cloud.prio.org/files/27fb36f0-5cc9-476c-969c-a7a7fce6c868/9788202899028_kap_5 1.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The text outlines the methodological toolkit of human geographers, distinguishing between quantitative and qualitative approaches. It explains the use of text analysis (from social media to archives), quantitative data for causal inference and pattern recognition, GIS for spatial analysis, and qualitative tools such as semi-structured interviews and focus groups. Additionally, it covers the role of visual data (remote sensing and photography) and the importance of field presence through ethnography and observation.","ai_generated":true,"unit":"prio-001184#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Human geography employs both quantitative and qualitative methodologies. Quantitative geographers use statistical analysis to draw conclusions for larger samples, while qualitative geographers focus on the meaning within smaller samples. The field also emphasizes spatial data sources, particularly Geographic Information Systems (GIS) and spatial analysis.","ai_generated":true,"unit":"prio-001184#insight-1","date_modified":"2026-10-23"},{"text":"Text analysis in human geography ranges from discourse and narrative analysis of social media (such as Weibo) and archives to the study of planning documents. Modern tools and language models now allow for quantitative text analysis, such as sentiment analysis and word frequency, to map themes across space and time.","ai_generated":true,"unit":"prio-001184#insight-2","date_modified":"2026-10-23"},{"text":"Quantitative methods are used to describe spatial patterns and investigate causal inference—identifying how a change in one variable leads to a change in another. This process requires 'operationalization,' which is the translation of abstract concepts (like quality of life) into measurable indicators.","ai_generated":true,"unit":"prio-001184#insight-3","date_modified":"2026-10-23"},{"text":"Spatial data is analysed through three primary understandings of space: absolute space (coordinates and measurable distances), relative space (travel time and accessibility), and relational space (space created through social relations and practices).","ai_generated":true,"unit":"prio-001184#insight-4","date_modified":"2026-10-23"},{"text":"Conversation-based research includes life history interviews to capture personal geographies, semi-structured interviews (including elite interviews with corporate leaders), and focus groups to explore group dynamics and political distance.","ai_generated":true,"unit":"prio-001184#insight-5","date_modified":"2026-10-23"},{"text":"Visual data is utilised through remote sensing (satellite and drone imagery) to monitor environmental change or conflict damage in inaccessible areas, as well as through photography and 'auto-photography,' where participants take their own photos to show their perspective of a place.","ai_generated":true,"unit":"prio-001184#insight-6","date_modified":"2026-10-23"},{"text":"Presence-based strategies include ethnographic studies requiring long-term immersion in a culture, digital ethnography for online communities, and observational methods. Innovative techniques include 'walking interviews' (go-along interviews) to understand how physical landscapes influence social practice.","ai_generated":true,"unit":"prio-001184#insight-7","date_modified":"2026-10-23"}],"climate_tags":["remote sensing","urban planning","climate policy"],"geography_discussed":["Norway","Oslo","People's Republic of China","Africa","Ukraine","South Sudan","Uganda","United States","Canada","India","Mexico","Xalapa","Sydney","Ferghana Valley"],"frame_perspective":[],"analysis_type":["methodological overview","educational guide"]},{"id":"prio-001298","url":"https://climateinsightsdirectory.org/document/prio-001298","title":"Conflict trends: A global overview, 1946–2025","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://cdn.cloud.prio.org/files/6f3c619f-6267-4d6b-be19-7bb16dfad782/Conflict trends A global overview 1946-2025 - PRIO Paper 2026.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report finds that 2025 was the third most violent year since 1989, with 245,000 battle-related deaths. It highlights a record high of 65 state-based conflicts and a concerning doubling of international conflicts to eight in 2025. While non-state conflicts decreased slightly, one-sided violence surged to 76,500 fatalities, primarily driven by massacres in Sudan.","ai_generated":true,"unit":"prio-001298#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2025, total battle-related deaths reached approximately 245,000, making it the third most violent year since 1989. This level of violence was primarily driven by the Russian invasion of Ukraine, the bombardments of Gaza, and political violence in Sudan, specifically the massacre in El Fasher.","ai_generated":true,"unit":"prio-001298#insight-1","date_modified":"2026-10-23"},{"text":"The number of state-based conflicts reached an all-time high of 65 in 2025 across 35 countries. There is a growing trend of conflict complexity, where individual countries host multiple simultaneous conflicts; for example, Myanmar had five civil conflicts and Israel had two civil and three international conflicts in 2025.","ai_generated":true,"unit":"prio-001298#insight-2","date_modified":"2026-10-23"},{"text":"Interstate conflicts have increased substantially, doubling from four in 2024 to eight in 2025, the highest number recorded since 1946. These are categorized as border conflicts (e.g., India and Pakistan), regional escalatory conflicts in the Middle East, and invasions (Russia's invasion of Ukraine and Israel's invasion of Syria).","ai_generated":true,"unit":"prio-001298#insight-3","date_modified":"2026-10-23"},{"text":"One-sided violence against civilians saw a dramatic increase from 14,200 fatalities in 2024 to 76,500 in 2025, the highest since the 1994 Rwandan genocide. This surge was largely due to the RSF takeover of El Fasher in Sudan, where approximately 60,000 people were killed in the last week of October 2025.","ai_generated":true,"unit":"prio-001298#insight-4","date_modified":"2026-10-23"},{"text":"Non-state conflicts decreased slightly from 79 in 2024 to 75 in 2025, with battle-related deaths falling to approximately 14,500. This decline was partly due to reduced lethal violence between drug cartels in Mexico, although other forms of violence like extortion and abductions increased.","ai_generated":true,"unit":"prio-001298#insight-5","date_modified":"2026-10-23"},{"text":"Regional analysis shows Africa as the most affected area, with the number of state-based conflicts nearly doubling from 15 in 2013 to 29 in 2025. Other notable regional trends include a record high of 13 conflicts in the Middle East and a surge in violence in Haiti, where battle deaths rose from 200 in 2024 to over 1,200 in 2025.","ai_generated":true,"unit":"prio-001298#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Ukraine","Sudan","Palestine","Myanmar","Israel","Afghanistan","Cameroon","Mali","Nigeria","Pakistan","Mexico","Africa","Americas","Brazil","Colombia","Tanzania","Ethiopia","Democratic Republic of the Congo","Syria","India","Thailand","Cambodia","Haiti","Russia","Middle East","Asia","Europe"],"frame_perspective":[],"analysis_type":["statistical analysis","trend analysis","regional comparison"]},{"id":"prio-001335","url":"https://climateinsightsdirectory.org/document/prio-001335","title":"Don’t Mention the War! International Financial Institutions and the Gendered Circuits of Violence in Post-Conflict","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://cdn.cloud.prio.org/files/ee3bd24b-98e4-439a-9209-301efd9ea47d/Dont mention the war International Financial Institutions and the gendered circuits of violence in post-conflict.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The authors argue that International Financial Institutions (IFIs), such as the IMF and World Bank, exercise extraordinary leverage in post-conflict states to impose neoliberal reforms that often exacerbate gendered insecurity. By introducing the concept of 'gendered circuits of violence,' the paper demonstrates how macroeconomic policies—including austerity, debt-based financialization, and extractive resource economics—disproportionately burden women and marginalized groups. The text highlights that while IFIs have adopted the rhetoric of gender equality as 'smart economics,' these efforts are often superficial and fail to address the material realities of unpaid care work and structural violence. Case studies from Ukraine, East Timor, and the Western Balkans illustrate how IFI-mandated reforms can lead to increased household debt, the erosion of social welfare, and even the incitement of physical violence against women.","ai_generated":true,"unit":"prio-001335#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"International Financial Institutions (IFIs) possess significantly more power to impose policy conditions in post-conflict settings than in stable countries due to the absence of functioning representative institutions.","ai_generated":true,"unit":"prio-001335#insight-1","date_modified":"2026-10-23"},{"text":"The 'gendered circuits of violence' framework reveals that violence is not just a feature of war zones but is reproduced through the global economy via bodies, IFIs as distributors of harm, and spaces created by debt, care, and remittances.","ai_generated":true,"unit":"prio-001335#insight-2","date_modified":"2026-10-23"},{"text":"IFIs often treat gender equality as a tool for economic growth ('smart economics') rather than a matter of justice, viewing women primarily as new market frontiers for consumers and debtors.","ai_generated":true,"unit":"prio-001335#insight-3","date_modified":"2026-10-23"},{"text":"In Ukraine, IMF-conditional loans requiring structural reforms led to increased household taxes and reduced spending on social welfare, placing a disproportionate burden on women who manage household wellbeing and support the military.","ai_generated":true,"unit":"prio-001335#insight-4","date_modified":"2026-10-23"},{"text":"Microfinance programs promoted by IFIs in post-conflict East Timor have interacted with local kin-based structures to increase household tensions and create conditions for increased violence against women.","ai_generated":true,"unit":"prio-001335#insight-5","date_modified":"2026-10-23"},{"text":"In the Western Balkans, IFI-led economic reforms and financialization have burdened households with unsustainable debt, while gender-responsive budgeting is characterized as a 'pseudo activity' that fails to offset the impact of macroeconomic policies.","ai_generated":true,"unit":"prio-001335#insight-6","date_modified":"2026-10-23"},{"text":"The IMF's internal guidance limits gender analysis to cases of 'macroeconomic significance,' meaning gender issues are not presumed to be covered in every country report or every year.","ai_generated":true,"unit":"prio-001335#insight-7","date_modified":"2026-10-23"},{"text":"The authors argue that post-conflict states serve as 'laboratories' for neoliberal experimentation where macroeconomic policies are tested with minimal resistance before being applied to other austerity zones.","ai_generated":true,"unit":"prio-001335#insight-8","date_modified":"2026-10-23"}],"climate_tags":["international financial institution","gender equality","microfinance"],"geography_discussed":["Ukraine","Timor-Leste","Bosnia and Herzegovina","Western Balkans","Guatemala","Autonomous Region of Bougainville","Liberia","Congo"],"frame_perspective":[],"analysis_type":["theoretical framework","policy analysis","case study"]},{"id":"prio-001464","url":"https://climateinsightsdirectory.org/document/prio-001464","title":"How artificial intelligence can support peace","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://cdn.cloud.prio.org/files/5d4e83c2-8bf2-46a9-af8f-c53166a39821/How artificial intelligence can support peace PRIO Paper 2026.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that AI can strengthen the information basis for peace-building by enhancing conflict data collection, improving the accuracy of conflict forecasting, and supporting scenario modelling for anticipatory action. While acknowledging risks such as surveillance and disinformation, the author suggests that AI tools—including large language models and satellite imagery analysis—can help humanitarian actors and governments better anticipate and mitigate the impacts of armed conflict.","ai_generated":true,"unit":"prio-001464#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"AI tools, specifically large language models (LLMs), can increase the volume and accuracy of conflict data by processing vast amounts of text, provided they are guided by human experts who understand political complexities.","ai_generated":true,"unit":"prio-001464#insight-1","date_modified":"2026-10-23"},{"text":"Convolutional neural net models can analyze satellite and radar imagery to identify patterns of destruction, such as fires and demolitions, often before news reports can document them, especially in repressed areas.","ai_generated":true,"unit":"prio-001464#insight-2","date_modified":"2026-10-23"},{"text":"Machine learning and statistical modelling can address data gaps by providing probabilistic representations of event timing and locations, and by estimating fatalities in cases where reported numbers are unclear.","ai_generated":true,"unit":"prio-001464#insight-3","date_modified":"2026-10-23"},{"text":"While forecasting the start of entirely new armed conflicts remains extremely difficult because war often results from unobserved bargaining failures, AI is increasingly effective at predicting the trajectories of existing conflicts.","ai_generated":true,"unit":"prio-001464#insight-4","date_modified":"2026-10-23"},{"text":"Modern conflict forecasting is shifting toward capturing full probability distributions to account for uncertainty, allowing models to signal a low but significant risk of extreme escalation even when peace is the most likely outcome.","ai_generated":true,"unit":"prio-001464#insight-5","date_modified":"2026-10-23"},{"text":"AI-driven scenario modelling and simulations can help decision-makers estimate the benefits of conflict prevention and the effectiveness of peacekeeping operations in containing violence.","ai_generated":true,"unit":"prio-001464#insight-6","date_modified":"2026-10-23"},{"text":"AI models can be integrated into 'parametric insurance' mechanisms to trigger immediate humanitarian funding after a destructive event, a method currently being developed by the UN Food and Agriculture Organization (FAO).","ai_generated":true,"unit":"prio-001464#insight-7","date_modified":"2026-10-23"},{"text":"The use of AI for peace is countered by risks that the technology may be used to repress dissent, spread disinformation, and weaken democratic institutions.","ai_generated":true,"unit":"prio-001464#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation"],"geography_discussed":["Syria","Yemen","Ukraine","Ethiopia","Gaza Strip"],"frame_perspective":[],"analysis_type":["research paper"]},{"id":"prio-001473","url":"https://climateinsightsdirectory.org/document/prio-001473","title":"Increasing resilience in the age of disinformation","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"report","language":"en","date_published":null,"source_url":"https://cdn.cloud.prio.org/files/ef26ddd3-3d9b-4c38-ab53-af55c822828b/Increasing resilience in the age of disinformation PRIO Paper 2026.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that countering disinformation requires a shift from merely correcting false claims to building holistic societal resilience. It analyzes the 'psychological defence' model, specifically the Swedish Psychological Defence Agency (MPF), and evaluates Norwegian and European approaches. Key findings suggest that while Norway has high institutional trust, it lacks the centralized coordination seen in Sweden. The authors recommend that Norway strengthen national coordination, clarify conceptual terminology to avoid 'militarizing' social issues, and prioritize strategic, transparent communication to maintain public trust outside of crisis periods.","ai_generated":true,"unit":"prio-001473#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The report defines 'psychological defence' as a broad set of strategies and resilience measures intended to protect populations from foreign influence operations, cognitive manipulation, and hybrid threats, including propaganda and disinformation.","ai_generated":true,"unit":"prio-001473#insight-1","date_modified":"2026-10-23"},{"text":"Disinformation is distinguished from other information threats by three specific criteria: the information must be factually wrong, it must be shared with the intent to deceive, mislead, or harm, and it must have the potential to cause harm.","ai_generated":true,"unit":"prio-001473#insight-2","date_modified":"2026-10-23"},{"text":"The Swedish Psychological Defence Agency (MPF), established in 2022, serves as a centralized hub for coordinating national efforts, promoting media literacy, and countering foreign influence. It distinguishes between 'threats' (foreign disinformation) and 'vulnerabilities' (domestic actors who spread disinformation and need support to become resilient).","ai_generated":true,"unit":"prio-001473#insight-3","date_modified":"2026-10-23"},{"text":"Research indicates that traditional countermeasures like fact-checking and media literacy are insufficient on their own because disinformation often functions by undermining trust and exploiting identity rather than simply spreading false data.","ai_generated":true,"unit":"prio-001473#insight-4","date_modified":"2026-10-23"},{"text":"A two-part survey of Norwegian participants showed that in crises, people rely most on personal networks (41% turn to family), while NRK is the most trusted news source (68%), though not necessarily the first point of contact during an emergency.","ai_generated":true,"unit":"prio-001473#insight-5","date_modified":"2026-10-23"},{"text":"The report warns against the 'militarization of language,' arguing that framing disinformation as 'warfare' can escalate tensions, justify surveillance or censorship, and blur the boundaries between civilian and military domains.","ai_generated":true,"unit":"prio-001473#insight-6","date_modified":"2026-10-23"},{"text":"Norway is considered well-positioned to resist disinformation due to high education levels, strong trust in public institutions, and a robust editor-controlled media landscape.","ai_generated":true,"unit":"prio-001473#insight-7","date_modified":"2026-10-23"},{"text":"The authors recommend that the Norwegian Ministry of Defence strengthen national coordination, potentially through a centralized unit, to avoid fragmented efforts and provide a unified voice for public messaging.","ai_generated":true,"unit":"prio-001473#insight-8","date_modified":"2026-10-23"},{"text":"The report emphasizes the need for 'strategic and transparent communication' from national authorities to build trust during periods of stability, which creates a more robust foundation for responding to future crises.","ai_generated":true,"unit":"prio-001473#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation","national security"],"geography_discussed":["Sweden","Finland","France","Ukraine","European Union"],"frame_perspective":[],"analysis_type":["policy analysis","comparative study","empirical survey"]},{"id":"prio-001477","url":"https://climateinsightsdirectory.org/document/prio-001477","title":"Inequality and Conflict in Federations","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://cdn.cloud.prio.org/files/45ea5ced-8bce-4b77-8cbd-49b9ac6ff57d/Inequality and Conflict in Federations.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The authors use geo-coded data from 31 federal states to argue that both relatively rich and relatively poor regions are more prone to secessionist conflict than those with average wealth. The study also finds that the presence of politically excluded ethnic groups and the existence of regional autonomy further elevate the risk of violent secessionist conflict.","ai_generated":true,"unit":"prio-001477#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Regional economic inequality is robustly associated with the onset of secessionist conflict, with both relatively affluent and underdeveloped regions facing a higher risk than those close to the national average.","ai_generated":true,"unit":"prio-001477#insight-1","date_modified":"2026-10-23"},{"text":"The presence of politically excluded ethnic groups within a region significantly increases the likelihood of that region experiencing secessionist conflict.","ai_generated":true,"unit":"prio-001477#insight-2","date_modified":"2026-10-23"},{"text":"Regional autonomy for the largest excluded ethnic group further increases the probability of secessionist conflict, as autonomous institutions can provide resources and entrench identities that fuel separatism.","ai_generated":true,"unit":"prio-001477#insight-3","date_modified":"2026-10-23"},{"text":"The relationship between regional inequality and secessionist conflict persists regardless of whether a state is a federation or a non-federation.","ai_generated":true,"unit":"prio-001477#insight-4","date_modified":"2026-10-23"},{"text":"Control variables indicate that higher national population density and higher national GDP per capita are associated with an increased likelihood of secessionist conflict, while a history of prior conflict in a specific administrative unit also raises the risk.","ai_generated":true,"unit":"prio-001477#insight-5","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["World","Biafra","Punjab","Slovenia","Croatia","Quebec","Ontario","Autonomous Region of Bougainville","Chechnya"],"frame_perspective":[],"analysis_type":["quantitative analysis","logistic regression","cross-national comparative study"]},{"id":"prio-001613","url":"https://climateinsightsdirectory.org/document/prio-001613","title":"Note doctrinale sur la guerre juste – à propos de Fratelli tutti","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"fr","date_published":null,"source_url":"https://cdn.cloud.prio.org/files/8e5ccf6f-c42f-4970-8507-dbdbbfbb8e12/Note doctrinale sur la guerre juste.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The author argues that while Pope Francis avoids the term 'just war' due to its historical misuse and the destructive nature of modern weaponry, he does not formally abolish the underlying doctrine. The text compares the Thomistic view of peace as a fruit of charity with Francis's emphasis on universal fraternity, concluding that the Pope's reservations are primarily about the terminology and the high threshold for proportionality in the nuclear age, rather than a total rejection of the right to legitimate defense.","ai_generated":true,"unit":"prio-001613#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Pope Francis's encyclical Fratelli tutti shares a structural and philosophical foundation with Thomas Aquinas's Summa theologiae, specifically regarding peace as a manifestation of charity (caritas) and fraternity as a form of 'social friendship' that should govern international relations.","ai_generated":true,"unit":"prio-001613#insight-1","date_modified":"2026-10-23"},{"text":"Thomas Aquinas defined a just war as requiring three specific elements: the authority of the prince, a just cause, and a right intention. He viewed such actions not merely as morally permissible, but potentially obligatory or virtuous when protecting innocents.","ai_generated":true,"unit":"prio-001613#insight-2","date_modified":"2026-10-23"},{"text":"Pope Francis explicitly distances himself from the term 'just war,' placing it in quotation marks to suggest it is obsolete and noting that the rational criteria developed in early centuries are difficult to apply today.","ai_generated":true,"unit":"prio-001613#insight-3","date_modified":"2026-10-23"},{"text":"The decline of 'just war' terminology in recent papacies is attributed to the trauma of the World Wars, where the concept was abused by national bishops to support belligerent claims and militarism, such as the support of the German episcopate for Hitler's initiatives.","ai_generated":true,"unit":"prio-001613#insight-4","date_modified":"2026-10-23"},{"text":"Modern papal discourse has shifted toward the vocabulary of international public law, replacing 'just war' with terms like 'legitimate defense,' 'armed force,' and the 'responsibility to protect,' which align with the UN Charter.","ai_generated":true,"unit":"prio-001613#insight-5","date_modified":"2026-10-23"},{"text":"The author contends that Pope Francis has not formally revoked the doctrine of just war, as he continues to recognize the UN Charter as a fundamental judicial norm and acknowledges the right of governments to legitimate defense once peaceful options are exhausted.","ai_generated":true,"unit":"prio-001613#insight-6","date_modified":"2026-10-23"},{"text":"The increased emphasis on the 'criterion of proportionality' in contemporary papal teaching is a response to the existence of nuclear weapons and weapons of mass destruction, which make the risks of military action likely to outweigh the benefits.","ai_generated":true,"unit":"prio-001613#insight-7","date_modified":"2026-10-23"},{"text":"The author argues that the 'just war' theory serves as a necessary middle ground between absolute pacifism and political realism, providing criteria to evaluate crises—such as the Rwandan massacres—where non-violent measures alone may be inadequate.","ai_generated":true,"unit":"prio-001613#insight-8","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Vatican City","Germany","Argentina","Ukraine","Rwanda"],"frame_perspective":[],"analysis_type":["theological analysis","doctrinal review","comparative study"]},{"id":"prio-001634","url":"https://climateinsightsdirectory.org/document/prio-001634","title":"Conflict Trends: A Global Overview, 1946–2019","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://cdn.cloud.prio.org/files/88d2a9d8-3007-4b37-b57b-745e413d0b47/Palik Rustad Methi - Conflict Trends A Global Overview 1946-2019 PRIO Paper 2020.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed"],"summary":{"text":"The document provides a comprehensive overview of global conflict trends from 1989 to 2019, noting a record high of 54 state-based conflicts in 2019. It highlights the significant role of the Islamic State (IS) in driving recent conflict increases and the prevalence of internationalized civil conflicts. While battle-related deaths have generally decreased over the last 20 years, specific hotspots in the Middle East, Africa, and Asia remain deadly. The paper also analyzes the decline in peace agreements since 2015 and the persistence of non-state conflicts, particularly violent drug cartel activity in Latin America and communal violence in Africa.","ai_generated":true,"unit":"prio-001634#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2019, the number of state-based conflicts reached a record high since 1946, with a total of 54 conflicts recorded.","ai_generated":true,"unit":"prio-001634#insight-1","date_modified":"2026-10-23"},{"text":"The expansion of the Islamic State (IS) has been a primary driver of the increase in conflicts since 2013. Despite reports of defeat in Syria, IS conflicts increased from 12 in 2018 to 16 in 2019, expanding into Somalia, Burkina Faso, Cameroon, and Mozambique.","ai_generated":true,"unit":"prio-001634#insight-2","date_modified":"2026-10-23"},{"text":"Battle-related deaths have steadily decreased over the past 20 years, with approximately 50,000 deaths recorded globally in 2019. Afghanistan and Syria were the two deadliest conflicts in 2019, with Afghanistan seeing an escalation to nearly 30,000 deaths.","ai_generated":true,"unit":"prio-001634#insight-3","date_modified":"2026-10-23"},{"text":"Internationalized civil conflicts have seen a sharp increase since 2014, and the share of battle deaths in these conflicts has surpassed those in non-internationalized civil conflicts over the last five years.","ai_generated":true,"unit":"prio-001634#insight-4","date_modified":"2026-10-23"},{"text":"Conflict recurrence is most prevalent in Africa and Asia, suggesting that underlying grievances and incompatibilities in these regions remain unresolved.","ai_generated":true,"unit":"prio-001634#insight-5","date_modified":"2026-10-23"},{"text":"Since 2010, there has been a considerable increase in humanitarian ceasefires, particularly in Syria and Yemen, which the authors suggest may indicate the increasing severity of recent conflicts.","ai_generated":true,"unit":"prio-001634#insight-6","date_modified":"2026-10-23"},{"text":"The number of peace agreements has declined between 2015 and 2018, falling from 13 to 5. Africa has recorded the highest total number of peace agreements (187) between 1975 and 2018.","ai_generated":true,"unit":"prio-001634#insight-7","date_modified":"2026-10-23"},{"text":"Non-state conflicts have stabilized at a higher level than a decade ago. While Africa and the Middle East have high levels of such conflict, Latin America experiences the most violent non-state conflicts, largely due to drug cartel violence in Mexico.","ai_generated":true,"unit":"prio-001634#insight-8","date_modified":"2026-10-23"},{"text":"One-sided violence has decreased globally since the mid-2000s, but Africa is the only region that has seen an increase in the number of groups perpetrating such violence.","ai_generated":true,"unit":"prio-001634#insight-9","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Afghanistan","Syria","Burkina Faso","Somalia","Africa","Latin America","Middle East","Iraq","Yemen","Mali","Democratic Republic of the Congo","Philippines","Asia","India","Pakistan","Iran","Israel","Lebanon","Nigeria","Cameroon","Mozambique","Republic of the Congo","Rwanda","Ethiopia","Eritrea","Sri Lanka","Bosnia and Herzegovina","Ukraine","Russia","Colombia","Mexico","Myanmar","Turkey","Ivory Coast","Liberia","Chad","Uganda","Burundi","South Sudan","North Macedonia"],"frame_perspective":[],"analysis_type":[]},{"id":"prio-001706","url":"https://climateinsightsdirectory.org/document/prio-001706","title":"Microsoft Word - Review_VIII_Final_13_10 ruosinys 29 psl bruksnys trumpinti i apac","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"report","language":"en","date_published":null,"source_url":"https://cdn.cloud.prio.org/files/9ad18df8-34f7-48e0-9e93-5d0fa34c0f75/review_viii_final_13_10.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The document examines the shift in Russian foreign policy under President Dmitry Medvedev, analyzing the tension between his proposed 'modernization' and the 'hard power' approach demonstrated during the 2008 conflict in Georgia. It explores Russia's strategic interests in the 'near abroad' (CIS), its pursuit of a multipolar world order to counter US unilateralism, and its complex relationships with the EU, China, and the US. Key themes include the use of energy as a political tool, the militarization of the Arctic, and the role of international law and institutions like the OSCE and Council of Europe.","ai_generated":true,"unit":"prio-001706#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 2008 conflict in Georgia and the subsequent recognition of South Ossetia and Abkhazia are viewed as a 'red line' for Russia, signaling its opposition to NATO enlargement into the CIS space, specifically regarding Ukraine and Georgia.","ai_generated":true,"unit":"prio-001706#insight-1","date_modified":"2026-10-23"},{"text":"President Dmitry Medvedev's initial foreign policy agenda emphasized cooperation over confrontation, proposing a new European security architecture and a greater role for the UN, though this was complicated by the Georgian crisis.","ai_generated":true,"unit":"prio-001706#insight-2","date_modified":"2026-10-23"},{"text":"Russia utilizes its energy resources as a strategic tool for political leverage, particularly against the EU and post-Soviet neighbors, while facing a long-term risk of 'Dutch Disease' due to over-dependence on oil and gas exports.","ai_generated":true,"unit":"prio-001706#insight-3","date_modified":"2026-10-23"},{"text":"Russia's relationship with China is characterized as a 'strategic partnership' based on pragmatism and a shared interest in a multipolar world, though it is not a formal alliance and is marked by economic asymmetries.","ai_generated":true,"unit":"prio-001706#insight-4","date_modified":"2026-10-23"},{"text":"Russia is increasing its military presence and assertiveness in the Arctic to protect its claims to energy resources and counter what it perceives as 'offensive' US and NATO activities in the High North.","ai_generated":true,"unit":"prio-001706#insight-5","date_modified":"2026-10-23"},{"text":"The Russian military's influence on foreign policy is primarily limited to the execution of force and the management of the nuclear arsenal, rather than the strategic formulation of policy, which remains centered in the Kremlin.","ai_generated":true,"unit":"prio-001706#insight-6","date_modified":"2026-10-23"},{"text":"Russia's approach to the 'common neighbourhood' (CIS) involves a mix of economic pressure, 'trade wars', and military intervention to maintain a sphere of influence and counter the EU's European Neighbourhood Policy (ENP).","ai_generated":true,"unit":"prio-001706#insight-7","date_modified":"2026-10-23"},{"text":"Relations between Russia and the US reached a low point after the 2008 Georgian war, leading to the suspension of military-to-military contacts and a freeze in progress on the CFE Treaty and WTO accession.","ai_generated":true,"unit":"prio-001706#insight-8","date_modified":"2026-10-23"},{"text":"Russia maintains a complex relationship with European legal institutions; while it complies with European Court of Human Rights compensation orders, it has refused to ratify Protocol 14 and faces criticism for human rights violations in the North Caucasus.","ai_generated":true,"unit":"prio-001706#insight-9","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Georgia","European Union","United States","People's Republic of China","Central Asia","Arctic","Ukraine","South Ossetia","Abkhazia","Kosovo","Kazakhstan","Tajikistan","Turkmenistan","Uzbekistan","Moldova","Armenia","Azerbaijan","Belarus"],"frame_perspective":[],"analysis_type":["geopolitical analysis","foreign policy assessment","security study"]}]}