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Global AI Auditing Framework: Recommendations for Audit Design, Process, and Procedure
The International Panel on the Information Environment (IPIE) proposes a comprehensive global AI auditing framework to address the lack of common standards in AI inspection. The framework emphasizes the need for auditor independence, stakeholder engagement, and the inclusion of environmental and labor impacts. It provides a seven-step approach covering audit scope, auditor roles, context identification, criteria development, evidence collection, methodology, and post-audit transparency to protect human rights and collective wellbeing, particularly for marginalized communities in the majority world.
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Document type: Executive summary
Résumé à l'intention des décideurs politiques 2024.2 Recommandations pour un cadre mondial d'audit de l'IA Résumé des normes et des caractéristiques
The International Panel on the Information Environment (IPIE) proposes a global framework for AI auditing to address the lack of consistent standards and the risk of AI perpetuating biases and environmental harm. The framework outlines seven key characteristics for effective audits: scope, auditor role, stakeholder engagement, context-adapted criteria, evidence requirements, methodology, and post-audit activities. It emphasizes the need for auditor independence, transparency of results, and the inclusion of marginalized communities, particularly those in the 'majority world', to mitigate systemic harms and protect human rights.
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Document type: Executive summary
Resumen para los responsables políticos 2024.2 Recomendaciones para un marco global de auditoría de la IA Resumen de normas y características
The International Panel on the Information Environment (IPIE) outlines a global AI auditing framework designed to address the lack of common standards and the tendency of current audits to overlook global disparities. The framework is built on seven core characteristics: audit scope, auditor role, stakeholder engagement, context-adapted criteria, evidence requirements, auditing methodologies, and post-audit activities. It emphasizes the need for independent auditors with access to comprehensive evidence and the inclusion of marginalized communities to prevent human rights violations and environmental degradation.
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Document type: Executive summary
Резюме для политиков 2024.2 Рекомендации по созданию глобальной системы аудита ИИ
The International Panel on the Information Environment (IPIE) recommends a comprehensive global AI auditing system to address the risks of bias, inequality, and environmental harm. The proposed framework emphasizes the need for independent auditors, transparent results, and a context-sensitive approach that includes diverse stakeholders and considers global impacts, particularly on marginalized communities.
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Document type: Policy brief
Empfehlungen für einen globalen Prüfrahmen für KI-Systeme
The International Panel on the Information Environment (IPIE) presents a global AI auditing framework designed to address the lack of uniform standards and the failure of current audits to account for global inequalities. The framework consists of seven key characteristics: audit scope, auditor role, stakeholder engagement, context-dependent criteria, evidence requirements, methodology, and post-audit measures. It emphasizes the need for auditor independence, transparent results, and the inclusion of marginalized communities to prevent AI from perpetuating biases, labor exploitation, and environmental degradation.
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Document type: Executive summary
Recomendações para uma estrutura global de auditoria de IA
The International Panel on the Information Environment (IPIE) presents a global AI auditing framework designed to address the lack of common standards and the failure of current audits to account for global, disparate impacts. The framework outlines seven key features: audit scope, auditor roles, stakeholder engagement, context-specific criteria, evidence requirements, auditing methodologies, and post-audit activities. It emphasizes the need for auditor independence, transparent results, and the inclusion of environmental and labor impact assessments to protect marginalized communities and the collective well-being.
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Document type: Policy brief
关于全球人工智能审计框架的建议 标准与特点概述
The document outlines a global framework for AI auditing developed by the International Panel on the Information Environment (IPIE). It argues that current auditing practices lack independence and fail to account for global inequalities, particularly regarding human rights and environmental degradation. The proposed framework consists of seven key characteristics: audit scope, auditor roles, stakeholder engagement, context-adapted standards, evidence requirements, auditing methods, and post-audit activities. It emphasizes the need for transparent, multi-stakeholder driven audits that can identify systemic harms such as bias and labor exploitation.
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Document type: Executive summary
HUMAN RIGHTS AND BIODIVERSITY WORKING GROUP GUIDE FOR IMPLEMENTATION
The document outlines how to apply a human rights-based approach (HRBA) to the Kunming-Montreal Global Biodiversity Framework (GBF), emphasizing the distinction between duty bearers and rights holders. It provides detailed guidance on identifying vulnerable groups—including Indigenous Peoples, women, youth, and environmental human rights defenders—and integrating principles of equity, participation, and access to justice into biodiversity planning, financing, and monitoring. The guide specifically maps the 23 GBF Targets to human rights actions, advocating for the recognition of traditional territories, the implementation of Free, Prior and Informed Consent (FPIC), and the adoption of gender-responsive policies to ensure that biodiversity conservation does not lead to human rights violations.
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Document type: Guide
Conflict Trends: A Global Overview, 1946–2023
The document analyzes global conflict trends using Uppsala Conflict Data Program (UCDP) data. It finds that while battle-related deaths from state-based conflicts decreased in 2023 compared to 2022, 2023 remains the third most violent year since 1989, driven largely by wars in Ukraine and Gaza. The report notes a record high of 59 state-based conflicts in 2023, suggesting a more complex conflict landscape where fewer countries experience a higher number of simultaneous conflicts. Non-state conflicts have stabilized at a higher level than a decade ago, with the Americas now the most affected region due to cartel violence in Mexico and Brazil. One-sided violence continues to be driven primarily by non-state actors, though thirteen governments were still responsible for such violence in 2023.
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Document type: Research paper
Issue Paper Illicit Firearms Trafficking– Addressing the Criminal Side of Diversion
The report analyzes the relationship between the diversion of firearms—the transfer of weapons from legal to illicit realms—and illicit trafficking. It details various diversion typologies, including 'leakage' from state stocks, straw purchases, and the misuse of export documentation. Through 12 case studies spanning Europe, Africa, the Americas, and Asia, the document demonstrates how the UN Firearms Protocol's requirements for marking, record-keeping, and international judicial cooperation are critical for dismantling trafficking networks. It emphasizes that while diversion can occur domestically, it often serves as a prerequisite for cross-border trafficking, which requires a coordinated international criminal justice response to be effectively countered.
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Document type: Report
The State of Arms Control: Consequences of the Russian Invasion of Ukraine
The report finds that the 2022 Russian invasion of Ukraine has significantly eroded international arms control, leading to the breakdown of key treaties like New START and the CFE Treaty, and the unilateral reduction of compliance by Russia in others. It highlights a trend of 'weaponizing' arms control forums to spread disinformation and a decline in verification mechanisms. However, the authors note that adherence to many international norms remains largely intact and that violations have provoked diplomatic responses that may refocus global attention on the necessity of disarmament.
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Document type: Research paper
A LOOK BACK 2024
WWF's 2024 review highlights efforts to combat climate change and biodiversity loss through targeted programs. Key achievements include expanding the Food Waste Warriors program to 15 new cities, enrolling 1 million acres in the Ranch Systems and Viability Planning network, and contributing to a global tiger population increase to 5,574. The report also details human-wildlife conflict mitigation in the KAZA region, elephant tracking in India, and the establishment of the Tribal Buffalo Lifeways Collaboration in North America.
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Document type: Report
Five Things to Know About Earth’s Hottest Year
The document highlights that 2023 is virtually certain to be the hottest year on record, driven by human-caused greenhouse gas emissions. It details the resulting increase in extreme weather events, the long-term trend of rapid warming since the industrial revolution, and the necessity of transitioning to clean energy to meet global climate targets.
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Document type: Fact sheet
NATO and Anthropogenic Strategic Security
The article examines NATO's evolution from deterring state and non-state actors to addressing anthropogenic risks like climate change and the COVID-19 pandemic. It argues that these risks represent a critical juncture for the Alliance to reorient its sustainability strategies, noting that the pandemic prompted the first significant regional mobilization of military assets in response to a non-human risk.
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Document type: Research paper
Rich countries must practice what they preach on fossil fuel phaseout
Reclaim Finance asserts that the 'transitioning away from fossil fuels' agreement at COP28 must be backed by concrete action from rich countries. It calls for the EU, US, Canada, Norway, the UK, and Australia to end domestic oil and gas production, stop their financial institutions from enabling global fossil fuel expansion, and provide concessional finance for just coal retirements and renewable energy deployment in the Global South.
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Document type: Statement
Senegal as an LNG exporter: stranded asset risks in the transition
The report argues that Senegal's strategy to fund its 2035 emerging economy goals through fossil fuel exports faces significant stranded asset risks due to declining global LNG demand and the competitiveness of renewable energy.
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Document type: Report
Cross-ideological antisemitism and the October 7th attacks
The document examines how disparate fringe movements—including the far right, far left, and Islamist groups—find common ground through shared antisemitic narratives. It highlights a trend of 'hybridisation' on social media where these groups cross-fertilise narratives, such as the belief that Jews possess disproportionate global power or the conspiracy theory that Israel was responsible for the October 7 attacks. The briefing argues that antisemitism is best predicted by conspiratorial worldviews and authoritarian preferences rather than specific left- or right-wing political views, and calls for a 'cross-harm perspective' to tackle these intersecting hate narratives.
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Document type: Briefing
Emergence Strategy in Action: Stora Enso’s Transformation into a Renewable Materials Company
Stora Enso, a Finnish company, shifted its business model from paper production to renewable materials in response to declining demand for newsprint. The company focuses on packaging, building solutions, and biomaterials, utilizing strategic partnerships and innovation programs to drive system-wide change in the food and construction sectors. Key initiatives include the 4evergreen Alliance and a partnership with Tetra Pak to expand carton recycling capacity, starting with a facility in Poland in June 2023. Despite these strategic pivots, the company has recently faced financial challenges leading to layoffs and leadership changes.
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Document type: Case study
Analysis of Fossil Fuel Industry OPEC Disinformation Strategy at COP28
The briefing details a coordinated effort by the fossil fuel industry, OPEC, and the UAE to derail fossil fuel phase-out efforts at COP28 through greenwashing, the promotion of unproven technologies like CCS, and the use of fake social media accounts and lobbyists. It highlights how these tactics influenced the Global Stocktake text to avoid direct calls for a phase-out, instead emphasizing 'zero and low emissions technologies'.
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Document type: Briefing
Papua LNG: call to commit not to support the project
Fifty civil society organizations are urging financial institutions to cease support for the Papua LNG project, arguing it is incompatible with the 1.5°C global warming limit and the IEA Net Zero scenario. The project, involving TotalEnergies, ExxonMobil, Santos, and JX Nippon, is criticized for its estimated 220 million tons of CO2 equivalent emissions, risks of human rights abuses and environmental damage in Papua New Guinea's Gulf Province, and potential financial risks due to projected peaks in global gas demand by 2030.
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Document type: Statement