{"query_echo":{"q":"","filters":{"analysis_type":["scenario exercise"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'scenario exercise' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":3,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=scenario+exercise","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":"costratri-000148","url":"https://climateinsightsdirectory.org/document/costratri-000148","title":"Ecological Risk in a Future Southeast Asia: An Ecological Security Policy Game","publisher":{"name":"The Council on Strategic Risks","organization":"the-council-on-strategic-risks"},"document_type":"report","language":"en","date_published":"2023-09-13","source_url":"https://councilonstrategicrisks.org/2023/09/13/ecological-risk-in-a-future-southeast-asia-an-ecological-security-policy-game/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report details a scenario exercise where experts simulated the collapse of ecosystems in a fictional Southeast Asian state to explore the resulting security risks. The exercise demonstrated a feedback loop where ecological failure—specifically the collapse of fisheries and agriculture—triggered food insecurity, mass migration, and internal conflict. This instability led to a political shift from a semi-democratic system to an authoritarian state, as ruling elites prioritized self-preservation and stability over ecological restoration. The findings suggest that preventing ecological disruption is significantly more effective than attempting restoration during a security crisis, and the report recommends integrating ecological security into global security frameworks and investing in early governance stability.","ai_generated":true,"unit":"costratri-000148#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Human-driven ecological disruption, combined with climate change, can trigger domestic security crises by causing the collapse of essential food sources and livelihoods, leading to large-scale urban migration.","ai_generated":true,"unit":"costratri-000148#insight-1","date_modified":"2026-10-23"},{"text":"Ecological degradation and extreme weather events, such as severe flooding and lethal wet bulb temperatures, can catalyze and escalate internal civil conflict.","ai_generated":true,"unit":"costratri-000148#insight-2","date_modified":"2026-10-23"},{"text":"Societies facing ecological crises often pivot from attempting to restore ecosystem services to merely managing the crisis, as restoration requires long-term cooperation and funding that are typically absent during political instability.","ai_generated":true,"unit":"costratri-000148#insight-3","date_modified":"2026-10-23"},{"text":"A feedback loop exists where ecological degradation drives insecurity and unrest, which in turn distracts policymakers and actors from restoration efforts, further exacerbating the ecological collapse.","ai_generated":true,"unit":"costratri-000148#insight-4","date_modified":"2026-10-23"},{"text":"Severe ecological and societal crises can lead to the consolidation of power by ruling elites, potentially transforming semi-democratic systems into authoritarian states in the name of maintaining stability.","ai_generated":true,"unit":"costratri-000148#insight-5","date_modified":"2026-10-23"},{"text":"International aid and funding for ecological crises are often diverted by corrupt elites, and risk-averse international NGOs may withdraw humanitarian support as domestic conflict increases.","ai_generated":true,"unit":"costratri-000148#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change","biodiversity loss","ecological restoration","food insecurity","nature-based solutions","sea level rise","ocean acidification","deforestation","climate change adaptation","climate finance","environmental governance"],"geography_discussed":["Laos","Cambodia","Indonesia"],"frame_perspective":[],"analysis_type":["scenario exercise","policy game","strategic foresight"]},{"id":"costratri-000235","url":"https://climateinsightsdirectory.org/document/costratri-000235","title":"Ecological Risk in a Future Southeast Asia","publisher":{"name":"The Council on Strategic Risks","organization":"the-council-on-strategic-risks"},"document_type":"report","language":"en","date_published":"2023-09","source_url":"https://councilonstrategicrisks.org/wp-content/uploads/2023/09/ESPPolicyGameSEA.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report details a scenario exercise involving a fictional Southeast Asian state, Khomland, to explore the security implications of ecological collapse. The simulation demonstrates a feedback loop where ecosystem degradation—specifically the collapse of fisheries and agriculture—drives food insecurity and mass migration, which in turn fuels political conflict and the consolidation of authoritarian power. Key findings highlight that restoration is significantly more difficult than prevention and that political elites often weaponize crisis management to maintain power. The document concludes with recommendations for international and regional bodies to prioritize ecological security, invest in governance stability, and deploy nature-based solutions to build societal resilience.","ai_generated":true,"unit":"costratri-000235#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Human-driven ecological disruption, including the mismanagement of ecosystems and climate change, can trigger domestic security crises by causing the collapse of fisheries and coastal agriculture, which leads to food and job insecurity and large-scale urban migration.","ai_generated":true,"unit":"costratri-000235#insight-1","date_modified":"2026-10-23"},{"text":"Ecological degradation and climate change act as catalysts for internal conflict; specifically, the combination of upland deforestation and intense precipitation increases vulnerability to severe flooding in population centers, while extreme wet bulb temperatures can cause mass casualties during social unrest.","ai_generated":true,"unit":"costratri-000235#insight-2","date_modified":"2026-10-23"},{"text":"Societies struggling with internal security and political crises often lack the community cooperation, funding, and monitoring capacities required for ecosystem restoration, making ecological mitigation a more achievable but less effective goal than prevention.","ai_generated":true,"unit":"costratri-000235#insight-3","date_modified":"2026-10-23"},{"text":"There is a destructive feedback loop where ecological degradation drives insecurity and unrest, which then distracts political actors from restoration efforts, allowing further ecological decline to continue.","ai_generated":true,"unit":"costratri-000235#insight-4","date_modified":"2026-10-23"},{"text":"Ecological crises can lead to the erosion of democratic systems and the establishment of concentrated authoritarian states, as ruling elites may use the guise of preserving state stability to amass more power.","ai_generated":true,"unit":"costratri-000235#insight-5","date_modified":"2026-10-23"},{"text":"International aid and funds intended for ecological crisis management are susceptible to diversion by corrupt elites, and risk-averse international NGOs may withdraw humanitarian aid when domestic political environments become too precarious.","ai_generated":true,"unit":"costratri-000235#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change","biodiversity loss","food insecurity","nature-based solutions","sea level rise","deforestation","climate change adaptation","ecological restoration"],"geography_discussed":["Laos","Cambodia","Indonesia"],"frame_perspective":[],"analysis_type":["scenario exercise","policy game","strategic foresight"]},{"id":"costratri-000258","url":"https://climateinsightsdirectory.org/document/costratri-000258","title":"A Handbook for Nuclear Decision-Making and Risk Reduction in an Era of Technological Complexity","publisher":{"name":"The Council on Strategic Risks","organization":"the-council-on-strategic-risks"},"document_type":"guide","language":"en","date_published":"2022-12","source_url":"https://councilonstrategicrisks.org/wp-content/uploads/2022/12/NuclearTechnologicalComplexity-Dec22.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines how emerging and disruptive technologies (EDTs)—including AI, cyber weapons, hypersonic missiles, and social media—undermine traditional nuclear deterrence by disrupting information flows, compressing decision timeframes, and transforming decision contexts. It argues that these technologies exacerbate human cognitive biases, such as automation bias and confirmation bias, which can lead to unintended nuclear escalation. To mitigate these risks, the authors propose a multidimensional strategy combining policy regulations on social media, technical tools like blockchain authentication and explainable AI, and traditional arms control measures such as 'no first use' declarations and the elimination of dual-capable delivery systems.","ai_generated":true,"unit":"costratri-000258#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Emerging and disruptive technologies (EDTs) create four primary technological effects that undermine nuclear decision-making: the disruption of information flows, the illumination of behavior patterns, the compression of decision timeframes, and the transformation of decision contexts.","ai_generated":true,"unit":"costratri-000258#insight-1","date_modified":"2026-10-23"},{"text":"Social media platforms facilitate disinformation campaigns that can lead to nuclear miscalculation, as seen in 2016 when a Pakistani defense minister tweeted a nuclear threat based on a false online report about Israel.","ai_generated":true,"unit":"costratri-000258#insight-2","date_modified":"2026-10-23"},{"text":"Cyber weapons can directly interfere with nuclear command and control systems (NC3), potentially spoofing signals to create false alarms of an incoming attack or disabling critical communication links.","ai_generated":true,"unit":"costratri-000258#insight-3","date_modified":"2026-10-23"},{"text":"The proliferation of high-resolution commercial satellite imagery and AI-enabled analysis increases transparency, which may destabilize deterrence by threatening the stealth and survivability of second-strike forces like nuclear-armed submarines.","ai_generated":true,"unit":"costratri-000258#insight-4","date_modified":"2026-10-23"},{"text":"Hypersonic weapons compress decision timeframes and increase the risk of first-strike attacks because they are harder to detect and track than ballistic missiles and can change trajectory after launch.","ai_generated":true,"unit":"costratri-000258#insight-5","date_modified":"2026-10-23"},{"text":"The integration of AI into nuclear decision support systems introduces the 'black box problem,' where the lack of explainability regarding how an AI reached a conclusion may lead decision-makers to either over-trust the system (automation bias) or reject it entirely.","ai_generated":true,"unit":"costratri-000258#insight-6","date_modified":"2026-10-23"},{"text":"EDTs exacerbate specific cognitive biases: information overload from social media heightens the 'availability heuristic,' while the speed of autonomous systems may increase 'restraint bias' and the pressure to act impulsively.","ai_generated":true,"unit":"costratri-000258#insight-7","date_modified":"2026-10-23"},{"text":"The 'cyber-nuclear escalation dilemma' arises because the secrecy required for effective cyber weapons contradicts the transparency and overt communication required for stable nuclear deterrence.","ai_generated":true,"unit":"costratri-000258#insight-8","date_modified":"2026-10-23"},{"text":"To reduce risks, the document suggests technical solutions such as using blockchain for the authentication of official government communications to prevent deep fake interference.","ai_generated":true,"unit":"costratri-000258#insight-9","date_modified":"2026-10-23"},{"text":"Proposed arms control measures to mitigate EDT-driven risks include adopting 'no first use' policies, eliminating low-yield nuclear weapons, and removing dual-capable delivery systems to reduce warhead ambiguity.","ai_generated":true,"unit":"costratri-000258#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation"],"geography_discussed":["United States","Russia","People's Republic of China","Cuba","Hong Kong","Taiwan"],"frame_perspective":[],"analysis_type":["framework development","risk assessment","policy recommendation","scenario exercise"]}]}