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LongLabelLinktagsDescriptionxyscalehideLabellogologo sourceNotes
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Infobox​<p><b><a href="tiles">Tiles View</a></b>; <b><a href="https://aigov.world" target="_blank">Governance Map</a></b></p>x
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80,000 Hours Career Guidehttps://80000hours.org/problem-profiles/artificial-intelligence/Career SupportArticle with motivation and advice for pursuing a career in AI safety.45.15.180k Career Guide/logos/80k.pnghttps://upload.wikimedia.org/wikipedia/commons/thumb/2/27/80%2C000_Hours_logo.svg/2560px-80%2C000_Hours_logo.svg.png
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80,000 Hours Job Boardhttps://jobs.80000hours.org/?refinementList%5Btags_area%5D%5B0%5D=AI%20safety%20%26%20policyCareer SupportCurated list of job postings tackling pressing problems, including AI safety.46.11.1.280k Job Board/logos/80k.pnghttps://upload.wikimedia.org/wikipedia/commons/thumb/2/27/80%2C000_Hours_logo.svg/2560px-80%2C000_Hours_logo.svg.png
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80,000 Hours Podcasthttps://80000hours.org/topic/careers/top-recommended-careers/technical-ai-safety-research/?content-type=podcastMediaInterviews on pursuing a career tackling pressing problems, including AI safety.9.14.1.480k Podcast/logos/80k.pnghttps://upload.wikimedia.org/wikipedia/commons/thumb/2/27/80%2C000_Hours_logo.svg/2560px-80%2C000_Hours_logo.svg.png
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Ada Lovelace Institutehttps://www.adalovelaceinstitute.org/Research SupportWorking to ensure the benefits of data and AI is justly and equitably distributed, and enhances individual and social wellbeing.30.15.1xResearch Support/logos/ada.png
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AI Alignment Awardshttps://www.alignmentawards.com/No Longer ActiveRuns research paper/essay-writing contests to advance alignment. Last round was 2023.26.235.51Alignment Awardshttps://images.squarespace-cdn.com/content/63498af68ef6604533e07e92/afc4fca1-45ca-4e4a-8d4e-d93c4a5ab80d/AAA+Logo+%282%29.png?format=100w&content-type=image%2Fpnghttps://images.squarespace-cdn.com/content/63498af68ef6604533e07e92/afc4fca1-45ca-4e4a-8d4e-d93c4a5ab80d/AAA+Logo+%282%29.png?format=100w&content-type=image%2Fpng
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AI Digesthttps://theaidigest.org/ResourcesInteractive explainers on AI capabilities and their effects.6.528.1.4AI Digesthttps://theaidigest.org/_next/image?url=%2Flighthouse-logo.png&w=256&q=75https://theaidigest.org/_next/image?url=%2Flighthouse-logo.png&w=256&q=75
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AI Explainedhttps://www.youtube.com/@aiexplained-official/videos
MediaYouTuber covering the latest developments in AI.20.19.1AI Explainedhttps://yt3.googleusercontent.com/viJvzqCE34ll1UtT5ksK0Q9AERc-2F1lRN5Xxl3WVuaCmL2NvizEXJKC1c7pLCjG5Oi_nZ7OBA=s176-c-k-c0x00ffffff-no-rjhttps://yt3.googleusercontent.com/viJvzqCE34ll1UtT5ksK0Q9AERc-2F1lRN5Xxl3WVuaCmL2NvizEXJKC1c7pLCjG5Oi_nZ7OBA=s176-c-k-c0x00ffffff-no-rj
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AI Impactshttps://aiimpacts.org/Strategy and Governance ResearchAnswering decision-relevant questions about the future of AI, including through research, a wiki, and expert surveys. Run by MIRI.26.23.1AI Impactshttps://i.imgur.com/PyqBaZk.pnghttps://i.imgur.com/PyqBaZk.png
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AI Objectives Institutehttps://ai.objectives.institute/Applied ResearchNonprofit research lab building AI tools to defend and enhance human agency – by researching and experimenting with novel AI capabilities. 46.19.1AOIhttps://i.imgur.com/VQ9EClZ.pnghttps://i.imgur.com/VQ9EClZ.png
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AI-Planshttps://ai-plans.com/ResourcesRanked and scored contributable compendium of alignment plans and their problems.6.526.1AI-Plans
https://i.imgur.com/QqTZdFu.png
AI-plans.com
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AI Policy Institutehttps://theaipi.org/Strategy and Governance ResearchChanneling public concern into effective regulation by engaging with policymakers, media, and the public to ensure AI is developed responsibly and transparently.30.22.1AIPI
https://theaipi.org/wp-content/uploads/2023/08/aipi-box.png
https://theaipi.org/wp-content/uploads/2023/08/aipi-box.png
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AI Risk Discussionshttps://ai-risk-discussions.org/ResourcesInteractive walkthrough of core AI x-risk arguments and transcripts of conversations with AI researchers. Project of Arkose.17.31.1xAI Risk Discussions
https://i.imgur.com/nRWREa8.png
https://i.imgur.com/nRWREa8.png
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AI Safety ANZ In-Depth Summer programhttps://www.alignmentforum.org/posts/jotEekAQxmrwcMf9e/sydney-ai-safety-fellowshipTraining and Education7 weeks unpaid remote January-February for Australians and New Zealanders.23.5.1.2xAus+NZ Fellowship/logos/sydney.pnghttps://emojipedia-us.s3.dualstack.us-west-1.amazonaws.com/thumbs/240/toss-face/342/kangaroo_1f998.png
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AI Safety Camphttps://aisafety.camp/Training and Education3-month part-time online research program with mentorship.34.16.1.2AI Safety Camp
https://i.imgur.com/pPFTdAu.png
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AI Safety Communications Centrehttps://aiscc.org/No Longer ActiveConnects journalists to AI safety experts and resources.29.35.50.8AISCChttps://i.imgur.com/J5ORr9n.pnghttps://i.imgur.com/J5ORr9n.png
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AI Safety Communitieshttps://aisafety.community/ResourcesDirectory of local and online AI safety communities.9.26.1xAI Safety Communities/logos/ais-communities.pnghttps://lh3.googleusercontent.com/r3y0mGBWw6QEHG8klHNoIwj-Ny_c2_B2F72RCiNl9v3Risux-SjuZMSEwkphqSYm7WXXuB6yswn7xMK5cuLLOuA9_oXImCPG7LCEb-k4WZN90_i3fqZmAn1hx1f5pFi5r7vi8stOyy5sK7vVcRTckpMCeRMlGKX7rFL5aAKbdDH0JGmzFu_fdEV8JA
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AI Safety Field Building Hubhttps://forum.effectivealtruism.org/posts/ozm4SpiChfAAAGnw5/announcing-the-ai-safety-field-building-hub-a-new-effort-toMedia10.5.1xField Building Hub
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AI Safety Fundamentalshttps://aisafetyfundamentals.com/Training and EducationRuns the standard introductory courses, each three months long and split into two tracks: Alignment and Governance. Also runs shorter intro courses.21.11.2AISFhttps://i.imgur.com/LFdkueu.pnghttps://i.imgur.com/LFdkueu.png
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GiveWikihttps://givewiki.org/FundingCrowd-sourced charity evaluator, helping people find or promote the best AI safety projects.54.56.51GiveWiki
https://substackcdn.com/image/fetch/w_170,c_limit,f_auto,q_auto:best,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2Fe7ba5746-d417-4f8d-b679-33b845e5299e_1077x1077.png
https://substackcdn.com/image/fetch/w_170,c_limit,f_auto,q_auto:best,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2Fe7ba5746-d417-4f8d-b679-33b845e5299e_1077x1077.png
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AI Safety Google Grouphttps://groups.google.com/g/david-kruegers-80k-peopleCareer SupportInformation about how to get into technical research, including updates on academic posts, grad school, and training programs.41.11.1AIS Google Grouphttps://i2.wp.com/9to5google.com/wp-content/uploads/sites/4/2021/07/new-google-groups-logo.png?ssl=1https://i2.wp.com/9to5google.com/wp-content/uploads/sites/4/2021/07/new-google-groups-logo.png?ssl=1
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AI Safety Fundamentals: Groups Directory
https://aisafetyfundamentals.com/local-groups
ResourcesCurated directory of AI safety groups – local and online.7.30.1xAI Safety Groupshttps://images.squarespace-cdn.com/content/v1/62f3eb8bd51b493d1a037d07/0d4f565e-492f-4332-90a1-8ba5ff7a7e21/AISF+Logo+for+Squarespace.png?format=1500whttps://images.squarespace-cdn.com/content/v1/62f3eb8bd51b493d1a037d07/0d4f565e-492f-4332-90a1-8ba5ff7a7e21/AISF+Logo+for+Squarespace.png?format=1500w
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AI Safety Hubhttps://www.aisafetyhub.org/No Longer ActiveSupported individuals pursuing a career in AI safety by running AI Safety Hub Labs, where participants complete their first research project – now run by LASR Labs.29.533.0.8ASHhttps://i.imgur.com/2XLulzT.pnghttps://i.imgur.com/2XLulzT.png
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AI Safety Hub Edinburghhttps://aished.orgTraining and EducationCommunity interested in ensuring that AI benefits humanity’s long-term future.33.4.1xAISHED
https://img.evbuc.com/https%3A%2F%2Fcdn.evbuc.com%2Fimages%2F370087659%2F1196572079093%2F1%2Foriginal.20221009-232230?w=512&auto=format%2Ccompress&q=75&sharp=10&rect=0%2C0%2C1131%2C1131&s=ab363d580f5c2c282ceb5a90df710764
https://img.evbuc.com/https%3A%2F%2Fcdn.evbuc.com%2Fimages%2F370087659%2F1196572079093%2F1%2Foriginal.20221009-232230?w=512&auto=format%2Ccompress&q=75&sharp=10&rect=0%2C0%2C1131%2C1131&s=ab363d580f5c2c282ceb5a90df710764
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AI Safety Ideashttps://aisafetyideas.com/ResourcesRepository of possible research projects and testable hypotheses. Run by Apart Research.9.30.1AI Safety Ideas/logos/ais-ideas.pnghttps://aisafetyideas.com/images/aisi_logo.png
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AI Safety in Chinahttps://aisafetychina.substack.com/BlogsNewsletter from Concordia AI, a Beijing-based social enterprise, giving updates on AI safety developments in China.5.55.1AI Safety in Chinahttps://substackcdn.com/image/fetch/w_264,c_limit,f_webp,q_auto:best,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3f276c28-ef62-4b4f-a4ea-293c2c96e9ec_720x720.pnghttps://substackcdn.com/image/fetch/w_264,c_limit,f_webp,q_auto:best,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3f276c28-ef62-4b4f-a4ea-293c2c96e9ec_720x720.png
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AI Safety Info Distillation Fellowshiphttps://www.lesswrong.com/posts/PgnGZAJxvgReuiJjZ/announcing-aisafety-info-s-write-a-thon-june-16-18-andResources3-month paid fellowship to write content for Stampy's AI Safety Info.26.12.1.2xDistillation Fellowship/logos/ais-info.svghttps://aisafety.info/build/_assets/stampy-logo-min-MLCDI2ZF.svg
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AI Safety Initiative at Georgia Techhttps://aisi.devTraining and EducationGeorgia Tech community hosting research projects and a fellowship.37.12.1.2AISI/logos/aisi.png
https://lh3.googleusercontent.com/PyGgtK3OS_UZfIWHv_tqGZ93jiO8JGJ5OXozbawMpYRyGfGPPkbFd2xdpV6jJXCO9F317KUwIRjMn-bY8jd_qJg=w16383
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AI Safety Initiative Groningenhttps://www.aisig.org/Training and EducationStudent group in Groningen, Netherlands.21.5.1xAISG/logos/aisig.png
https://dropover.cloud/754b31
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AI Safety Map Anki Deckhttps://ankiweb.net/shared/info/1103716634ResourcesHelps you learn and memorize the main organizations, projects, and programs currently operating in the AI safety space.16.26.1Anki Deckhttps://upload.wikimedia.org/wikipedia/commons/thumb/3/3d/Anki-icon.svg/640px-Anki-icon.svg.pnghttps://upload.wikimedia.org/wikipedia/commons/thumb/3/3d/Anki-icon.svg/640px-Anki-icon.svg.png
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AI Safety Questhttps://aisafety.quest/Career SupportHelps people navigate the AI safety space with a welcoming human touch, offering personalized guidance and fostering collaborative study and project groups.43.12.1AIS Quest
https://i.imgur.com/Jjt3YBa.png
https://i.imgur.com/Jjt3YBa.png
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AI Safety Supporthttps://www.aisafetysupport.org/Career SupportField-building organization with an extensive resources list.40.13.1AISS/logos/aiss.pngdata:image/png;base64,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AI Safety Traininghttps://aisafety.training/ResourcesComprehensive database of available training programs and events.11.25.1xAI Safety Traininghttps://i.imgur.com/1jM0LN6.pnghttps://i.imgur.com/1jM0LN6.png
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AI Safety Videoshttp://aisafety.video/MediaComprehensive index of AI safety video content.17.16.1AI Safety Videoshttps://upload.wikimedia.org/wikipedia/commons/thumb/0/01/Google_Docs_logo_%282014-2020%29.svg/1481px-Google_Docs_logo_%282014-2020%29.svg.pnghttps://upload.wikimedia.org/wikipedia/commons/thumb/0/01/Google_Docs_logo_%282014-2020%29.svg/1481px-Google_Docs_logo_%282014-2020%29.svg.png
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AI Watchhttps://aiwatch.issarice.com/ResourcesDatabase of AI safety research agendas, people, and products.14.29.1AI Watchhttps://i.imgur.com/Ez5o3YD.pnghttps://i.imgur.com/Ez5o3YD.png
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AI X-risk Research Podcasthttps://axrp.net/MediaInterviews with technical AI safety researchers about their research.14.14.1AXRP/logos/axrp.pnghttps://encrypted-tbn1.gstatic.com/images?q=tbn:ANd9GcRTF8RE4Bi4aIlB2K_PTeDpuljKWZGVJ-uRJQyQPy4D6ax89leO
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AI2050
https://www.schmidtfutures.com/our-work/ai2050/
FundingPhilanthropic initiative supporting researchers working on key opportunities and hard problems that are critical to get right for society to benefit from AI. Proposals by invite only.57.4.1AI2050https://i.imgur.com/kXcKxgS.pnghttps://i.imgur.com/kXcKxgS.png
39
Aligned AIhttps://buildaligned.ai/Applied ResearchOxford-based startup working on safe off-distribution generalization, featuring Stuart Armstrong.52.24.0.8Aligned AIhttps://i.imgur.com/kMUqQvN.pnghttps://i.imgur.com/kMUqQvN.pngModel splintering
40
Alignment Ecosystem Developmenthttps://alignment.dev/Research SupportBuilding and maintaining key online resources for the AI safety community. Volunteers welcome.26.15.1.4AEDhttps://i.imgur.com/G2ARHLH.pnghttps://i.imgur.com/G2ARHLH.png
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AI Alignment Forumhttps://www.alignmentforum.org/BlogsCentral discussion hub for AI safety. Most AI safety research is published here.12.2.52Alignment Forumhttps://i.imgur.com/mWIGsN5.pnghttps://i.imgur.com/mWIGsN5.png
42
Apart Sprintshttps://www.apartresearch.com/sprintsTraining and EducationMonthly hackathons around the world for people getting into AI safety.36.7.51.2Apart Sprintshttps://cdn.prod.website-files.com/6209a0a4ae74d4152a4ff87a/65d9930868828e08381df01c_aisi_logo_white.pnghttps://cdn.prod.website-files.com/6209a0a4ae74d4152a4ff87a/65d9930868828e08381df01c_aisi_logo_white.png
43
Alignment of Complex Systems Research Grouphttps://acsresearch.org/Conceptual ResearchStudying questions about multi-agent systems composed of humans and advanced AI. Based at Charles University, Prague.53.21.0.8ACShttps://acsresearch.org/cuni.pnghttps://acsresearch.org/cuni.png
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Alignment Research Centerhttps://www.alignment.org/theory/Conceptual ResearchResearch organization doing theoretical research focusing on eliciting latent knowledge.46.524.51.3ARC/logos/arc.pnghttps://alignmentresearchcenter.files.wordpress.com/2021/04/robotarm_big.png?w=200Inaccessible information
45
Alignment Research Engineer Acceleratorhttps://www.arena.education/Training and Education4–5 week ML engineering upskilling program in London, focusing on alignment. Draws heavily from MLAB.26.58.1.2ARENA
https://i.imgur.com/SPu1R0E.png
https://i.imgur.com/SPu1R0E.png
46
Anthropichttps://www.anthropic.com/Applied ResearchResearch lab focusing on LLM alignment, particularly interpretability. Featuring Chris Olah, Jack Clark, and Dario Amodei.53.32.1.8Anthropic/logos/anthropic.pnghttps://www.anthropic.com/SocialMediaSquare.png?refresh=1LLM Outer Alignment (?)[3]
47
Apart Researchhttps://apartresearch.com/Research SupportNon-profit AI safety research lab hosting open-to-all research sprints, publishing papers, and incubating talented researchers to make AI safe and beneficial for humanity.25.18.51.4Aparthttps://uploads-ssl.webflow.com/6209a0a4ae74d4152a4ff87a/643f9534f46b4769f9d64045_apart_logo.pnghttps://uploads-ssl.webflow.com/6209a0a4ae74d4152a4ff87a/643f9534f46b4769f9d64045_apart_logo.png
48
Apollo Researchhttps://www.apolloresearch.ai/Applied ResearchAiming to detect deception by designing AI model evaluations and conducting interpretability research to better understand frontier models. Also provides policymakers with technical guidance.48.33.1.2Apollo
https://i.imgur.com/PDYMiLf.png
https://i.imgur.com/PDYMiLf.png
49
Arb Researchhttps://arbresearch.com/Research SupportConsultancy for forecasting, machine learning and policy. Doing original research, evidence reviews, and large-scale data pipelines.21.15.51Arb/logos/arb.svghttps://arbresearch.com/img/arb-minimal.svg
50
Arbitalhttps://arbital.greaterwrong.com/explore/ai_alignment/BlogsWiki on AI alignment theory, mostly written by Eliezer Yudkowsky.12.6.1.6Arbitaldata:image/png;base64,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:image/png;base64,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
51
Arkosehttps://arkose.org/Research SupportAI safety field-building nonprofit. Runs support programs facilitating technical research, does outreach, and curates educational resources. 38.14.1Arkosehttps://arkose.org/assets/images/arkose.pnghttps://arkose.org/assets/images/arkose.png
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Association for Long Term Existence and Resiliencehttps://alter.org.il/Conceptual ResearchIsraeli research and advocacy nonprofit working to investigate, demonstrate, and foster useful ways to safeguard and improve the future of humanity.51.26.1ALTERhttps://i.imgur.com/1IT8Jdm.pnghttps://i.imgur.com/1IT8Jdm.png
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Astral Codex Tenhttps://www.astralcodexten.com/BlogsBlog covering many topics. Includes book summaries and commentary on AI safety.14.4.1.8ACXhttps://d33wubrfki0l68.cloudfront.net/72db70f259b04852714a83c78030e2c0bcf1ac54/bb0ad/images/people/scott-alexander.pnghttps://d33wubrfki0l68.cloudfront.net/72db70f259b04852714a83c78030e2c0bcf1ac54/bb0ad/images/people/scott-alexander.png
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Berkeley Existential Risk Initiativehttps://existence.org/Research SupportProviding free operations support for university research groups working on existential risk.20.14.1BERIhttps://i.imgur.com/U0j5A9o.png
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Bounded Regret: Jacob Steinhardt's Bloghttps://bounded-regret.ghost.io/BlogsUC Berkeley statistics professor's blog on ML safety.13.9.1Jacob Steinhardthttps://bounded-regret.ghost.io/favicon.pnghttps://bounded-regret.ghost.io/favicon.png
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AI Safety Hungaryhttps://www.aishungary.com/Training and EducationSupports students and professionals in contributing to the safe development of AI.34.12.1AI Safety Hungary
https://i.imgur.com/L3LQKVs.png
https://i.imgur.com/L3LQKVs.png
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Cambridge Boston Alignment Initiativehttps://www.cbai.ai/Training and EducationHelping students get into AI safety research via upskilling programs and fellowships. Supports HAISST and MAIA.29.7.1.2CBAIhttps://images.squarespace-cdn.com/content/v1/638570eef1e5353aff2a2a98/ea28ca6e-0caf-4066-a636-2befa94fea8a/CBAI+white+copy.png?format=1500whttps://images.squarespace-cdn.com/content/v1/638570eef1e5353aff2a2a98/ea28ca6e-0caf-4066-a636-2befa94fea8a/CBAI+white+copy.png?format=1500w
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Campaign for AI Safetyhttp://campaignforaisafety.org/No Longer ActiveIncreasing public understanding of AI safety and calling for strong laws to stop the development of dangerous and overly powerful AI. Now merged with the Existential Risk Observatory.25.36.0.8CAS
https://i.imgur.com/l8cotDc.png
https://i.imgur.com/l8cotDc.png
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carado.moehttps://carado.moe/BlogsBlog about AI risk, alignment etc. by Tamsin Leake, an agent foundations researcher.9.7.1xcarado.moe/logos/carado.svghttps://carado.moe/avatar.svg
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Cavendish Labshttps://cavendishlabs.org/Applied ResearchAI safety research community based in a small town in Vermont, USA.38.35.0.8Cavendish Labs
https://i.imgur.com/bXkPAOQ.png
https://i.imgur.com/bXkPAOQ.png
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Center for AI Policyhttp://aipolicy.us/Strategy and Governance ResearchNonpartisan research organization developing policy and conducting advocacy to mitigate catastrophic risks from AI.34.25.1.2CAIP
https://i.imgur.com/TQsru1q.png
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Center for AI Safetyhttps://safe.ai/Applied ResearchSan Francisco-based nonprofit conducting safety research, building the field of AI safety researchers, and advocating for safety standards.40.27.1.6CAIS/logos/cais.svghttps://uploads-ssl.webflow.com/62bde86cb242b39a6f40216c/62be1e75a655834186fae22f_CAIS%20logo.svg
Engaging the ML community, many technical problems
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Center for Human-Compatible AIhttps://humancompatible.ai/Conceptual ResearchDeveloping the conceptual and technical wherewithal to reorient the general thrust of AI research towards provably beneficial systems. Led by Stuart Russell at UC Berkeley.36.34.1CHAI/logos/chai.pnghttps://humancompatible.ai/app/uploads/2020/11/chai_logo.pngOuter alignment, though CHAI is diverse
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Center for Human-Compatible AI: Internshiphttps://humancompatible.ai/jobs#chai-internshipsTraining and EducationResearch internship at UC Berkeley for people interested in research in human-compatible AI.29.5.1.2CHAI Internship/logos/chai.pnghttps://humancompatible.ai/app/uploads/2020/11/chai_logo.png
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Center for Long-Term Resilience https://www.longtermresilience.org/Strategy and Governance ResearchThink tank aiming to transform global resilience to extreme risks by improving relevant governance, processes, and decision-making.28.526.1CLTR
https://i.imgur.com/kWLOlUS.png
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Center for Security and Emerging Technologyhttps://cset.georgetown.edu/Strategy and Governance ResearchGeorgetown University think tank providing decision-makers with data-driven analysis on the security implications of emerging technologies.35.21.1CSET/logos/cset.pnghttps://avatars.githubusercontent.com/u/46932183?s=280&v=4
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Centre for the Study of Existential Riskhttps://www.cser.ac.uk/Strategy and Governance ResearchInterdisciplinary research centre at the University of Cambridge doing diverse existential risk research.33.21.1CSERhttps://i.imgur.com/tPXWJFD.pnghttps://i.imgur.com/tPXWJFD.png
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Center on Long-Term Riskhttps://longtermrisk.org/Strategy and Governance ResearchResearch, grants and community-building around AI safety, focused on conflict scenarios as well as technical and philosophical aspects of cooperation.42.23.1CLR/logos/clr.png
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Center on Long-Term Risk: Fundhttps://longtermrisk.org/grantmaking/FundingFinancial support for projects focused on reducing current and future s-risks.57.6.1CLR Fund/logos/clr.png
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Center on Long-Term Risk: Summer Research Fellowshiphttps://longtermrisk.org/summer-research-fellowship/Training and Education2-3 month summer research fellowship in London working on reducing long-term future suffering.34.6.1.2CLR Fellowship/logos/clr.png
71
Centre for Enabling EA Learning & Research (EA Hotel)https://www.ceealar.org/Research SupportFree or subsidised accommodation and board in Blackpool, UK, for people working on/transitioning to working on global catastrophic risks.28.517.1.4CEEALARhttps://i.imgur.com/yyIVa31.pnghttps://i.imgur.com/yyIVa31.png
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Centre for the Governance of AIhttps://www.governance.ai/Strategy and Governance ResearchAI governance research group at Oxford, producing research tailored towards decision-makers and running career development programmes.32.22.1.2GovAI/logos/govai.pnghttps://pbs.twimg.com/profile_images/1496090136051953665/EUXvM3eS_400x400.jpg
73
Cold Takeshttps://www.cold-takes.com/BlogsBlog about transformative AI, futurism, research, ethics, philanthropy etc. by Holden Karnofsky.3.5.51.8Cold Takeshttps://i.imgur.com/WWkdcEQ.pnghttps://i.imgur.com/WWkdcEQ.png
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Conjecturehttps://www.conjecture.dev/Applied ResearchAlignment startup born out of EleutherAI, building LLMs and Cognitive Emulation systems.45.27.1.6Conjecturehttps://i.imgur.com/2DTOmgF.pnghttps://i.imgur.com/2DTOmgF.png
75
Constellationhttps://www.constellation.org/Research SupportBerkeley research center growing and supporting the AI safety ecosystem.22.17.1Constellationhttps://i.imgur.com/i2utl0k.pnghttps://i.imgur.com/i2utl0k.png
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Convergence Analysishttps://www.convergenceanalysis.org/Strategy and Governance ResearchBuilding a foundational series of sociotechnical reports on key AI scenarios and governance recommendations, and conducting AI awareness efforts to inform the general public.28.21.1Convergencehttps://i.imgur.com/7GtT8Ko.pnghttps://i.imgur.com/7GtT8Ko.png
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Cooperative AI Foundation
https://www.cooperativeai.com/foundation
FundingCharity foundation backed by a large philanthropic commitment supporting research into improving cooperative intelligence of advanced AI.44.3.1CAIF/logos/caif.pnghttps://global-uploads.webflow.com/61fe446e584616a902bcb4f0/61fe5f3a33767263d9f762b6_CoopAI_Symbol_White.png
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Cyborgismhttps://www.lesswrong.com/posts/bxt7uCiHam4QXrQAA/cyborgismConceptual ResearchAccelerating alignment progress by extending human cognition with AI.50.29.1Cyborgismdata:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAG0AAABjCAYAAACR8o4mAAAgAElEQVR4nGSceZxcRdX+v6fq3tvb7DOZJJOE7JAAQWSHKGDYEQRcUMQFEVD0ldeFV8UfKCCKCCoKrryKiizKorIKyg4GCFvYskDIPklmX3p6u7eqfn/U7Z7Btz+5n0nfvn27u06dc57znKdK1DGfdeLAOocAOMCCEuf/7+onBcGCBf+SQ1z9vEMa1/jX/D8BAXEOEcA5HArBkb/gTJadeDDPf+pKkuFekijg4R27WDGrh7AU+/crAcApRYeNGcs2k7n6Iv577kxu3bCLTU89QXnxGK5oCMJDuG7FnlxsNEtkghf/fC9BNcEkEPz3yUx/ajMvDz1FyyudFKoDaG2RfJ7xMz7EPjfewro3t0NTBnH+F8y8+AtEu81kx7LTIFCMLlrMz80WLq42M241guWWD+7GpXduYXDbFmbkm9maJITlBAU4ZxCl0/GrP2z6V4H1Ay0iOPeOixD8GItI45zSoNLLlKRGUemAC6AEXHpexKEcKGfBKeomVDgabxD/UQ37OgFRKHEoSL9YeqH/QOxEDVEggUJQEGqy1qJUgAsCas0FTBASBsIsSlSCDHFOM2fuTP60dYBNjzxGogLGY4N0ttDZ00Y5m8VkFNlMHhVoXKSQjx+C9A1y3/ZtfEr2Q2pjXDjQh8VgQo1KHKccuC9WKbQK/EADrhqjxGFyOX6232609vdxgZvGsrxDrCNMKlxtZ9M+NIYWzdHFESrHHO7HBRD5T4OBOAUoxFlEnL8mHR8RQfuBrA/RpMGYNJh/LpC6QXrKNYxVf+rSawSXfkB9NkjjS6ZO5e2aTpXG5wiIcpPGFQjEobXCaDChxjTnaNOGRS2WVbM2cF/Xeo5vGsVmNP25Vj7dMsZ7WjMsyGpsUxbz0mt8oHcdW/OdoHLs2SSs05bpWqOiEFHgQoU2UFu3kz30Lu4tOA7YuIafd0VUWlqwbU3gEla+8gJGC05pbKBQSjBaYxHOPu1QbDYgaxxZEUaGy4iz/H6u8LqbQVIuUzhsT34/aw6V1vbGODbGrz6e9WFydTPApOdNPuqGm7S0/T9XqcY1dVcUAeUDXd2e9dBW9yoRwSmFTj9budSdp9xK6telJ1160ra3gYJKU56TKyPcMG2IPaMEPVLje83dnFWcYL/exZzUO58Hyq1IqPlctsLDJc3ambPYsup5lt9xDyYKuGfzOEuUAZdw0fP38q9YmEmNxDmINBTyBO1NPDI8gIvG2Prj63kj18RwVw9KB7QTcejqVRz1xGOcX53g7KDGlZVhfrVlK4W53Qz0F/ne9lXsvnIDha4cR+3WQfPCHi7p7WXtf32e/MP/4q2M8LtVa5j478/Q+pe78XFj0nAiqjHRlfjQ5g0qfswm5/wUq8g7QyO8I4SqRtRKR10mLTNpSOrx1aWnHUrA1k0rDSdqGLt+D5E0WiJYEVxG856MYc8WxS3hNM4daGdtNUIwhA5O3LkTp/3EWaRrhLWY3xRDdipFZEIqs+bw7Pgon3x7F0ZgTVMXOMtBfb1sGbEsuOOfOCzZ5la69lhKEBY4JNnF16JlnLf3vtw7OIArxaAUg/Nn8dpQmUu6F/GXQoEbmjq5esFS7s/kGVcB0Y4+Lh9QFDZtw8zo4tmmHMm2nVTNOD9bdgAdG7cROMXxZ51F21W/RC+cM5ktkNQj3JQJ7aYYyE25lneE0qnhUf1HqKwbMU1DdZd1k7eSemicYpA6YBFQyn+CkBrGucYsc4UClSP3T42tSJRCtHAvG3myoni+kkWLIPkcgsNFmgyOr8zogQC+ne3jbRsx4RQfG5ug2lwgMjH0dDC0Zht3duUo22EuyjVR7eunZaJCxzTFpjPeT6cEHHn00azYfXdOrLWgqhXuaI64P8py8ZzpvK9/G4FSyNx5ZDdvx+kAHYWc9dpaamj+dcBSFhSrDD/1CveOZznx+BVs2X0+7U+9SCGfpaV7FtELb1LScFYYsODhf5IdKpJfvxmrI0Q0upHC6yDtnaOvJl0PLYJS/xEWIQ2NqvHUOQdiUYKkDpXmK+UhhWsYTDWM4qeAa3iOwyFKYdoKSPoFSI0q5SKZZ1/FqICaVtw/cxjj4OT+NhBFsGsXzVqj5k3HKo3TIYlyvOyydJFwRa0bBC7qH2bD3CxKNzNcHGfg5TeJa+PkkpjDjvwAHxrcxbXPOVSicP9+Hdc7zE5g1W23cMcbq7ni79fw1fkH82xlFYLl383N/Hh0HJfPY5tDgv5hjIrY1dbKm9Na+fLjzzJ0/PGs6R/h6ryjJa7St/c8ml54hQ3LD2P2zgFODkOmPbCKUsbx4+OOwL69g0aMUkKpp92PJaCUIFMONTV6/aeN0mum2GnqfxshU031RSfeaZ0Sj1hIDZjGWFGNBIdNc5yIIyiWKe8xy6PMOkpBYRKHETg6W+OEnW0E1pGxltA59I4dhErBwjn+lhYSJYxKwMqoD4BI4Ia2JgaGFUYCTKWC3jGKFkvHgt1496Y3OUYlPLDnAtwBM+lYvhd7z2xFYUiUhZbpHHjM59ltYpCN/xzzoCrQXDptDsnMmQTrNzFerrFwUTeSWI7bNshvl03nQpslGi3yvl/9jlf2X4YqjrF/sUg8NMzXpMb7f/Ej1vUPMHT8kex39/1UUY0JGzrL8bVhyoVMOshTjJSCusYQQVo2peP/jvDpc5dLYYhPSx7Bq8YJJsMcDThfh4TQiMdTkWQK78U5MjuGcUqntZVglcLheHH6OI9VAiLrCLCNMBu9sYGCKJL5PTgltMQ1HmvKIyIsadmTb2cnuMyWWdicJSMWwaLihOziHhTCrFNOphC08ubbJS6ZM4rMaKNNwQgOZT0AoKOFshY+9NoqjliwjOyMGYgW7i5EBEvnIk8+h1GKnr1msX//GNs6Wtj66fP5zvrf8/xLf+TghXtQ2NpL69ZddDuhEBqmDRrcbq3E0wMOeOUVRpxi19xpoFNM5yyvqgi7cHbDUzxQm0SRPrp5x/CRbcrhfIklarIUeIeRcam3pqHQiQcaTknjLpLCdY8YxYdLEUQpEMGlnhqMl6Ali8tG2ECxIkzowLB/X4GMhWBquaAg2rAd54SmBXM5sDJBKZdhIIHWiTLNvQN83zYDVZ6JhbZA2Gt4F2HNkntzE+856RhOe3Ij31q/nSP2c+z36i6W8i7yCbypAqqlCcKgwJxCFpkY4gpmUfnrneg9FxOpHGePlABH66ZtmI5O1nTP5RvDE9z+tS9R3vAchxYXMX/RB4k7mlEjE1z/zBv8I9vEtlsf4hNP347dOM4X7n+MbbvKDPZ00Towik4cygnnzobRUUNTW7dHkukYahQa0OnkV856Azhf8yocGrzH4lB1I6c+KDgQfz/l0jjpY7BquKd7h3W9ccTVywHv6z6XiofzCiRJsIUcLp9lUBzDKDLWpTBXphTwDqKA2UqoZHJkmjOoSkwmMT4sRhGtEzXuLmvMzDkcPVrklQULOW5ggNrGDdx3xgnM2zpO90Hj2BeLfPCwvdg+OsYshHbnKFeqhJlOSjrho688w87sbjxw1OFk+7YjgeaSzb0EL73mQcCKQ1m0diefvPLrbPn7rWw9eC7nrnyOoGcWB6/eTEepxp2tBVpMzMU/u5IwCtjxt7+xaaBKoVQiYxxZ7UGCwnJHbwl3+AHw9HONesqPn23gBN2YwIL9j8Sm3H/CRfUff1MAiICdwnBMjcT1uKxQIFPjq5qcBWlB7eIEihNcEYyzKtdGxjn0FOIE5RrlggmFJ8Tx92rCSpehUI39zxMhyUckKF4n4p7Xn+fiFe/hs+Ux3mxuJ1/oQN30JO9vewOWzMJlazy3K8AVqySxQbDE5QqzujsZymS5ZtUazuxp4YKvfQErCgmEWaMDZJyGICTabx+2zVtC/7MPsvGcU1n0wBg3//R7mLhG13iJ44oTFJuEi8aGGT7jCJ4adcx68mleaW+iqaOVjqEyWoMST0kN0cyxL6xMqb7J8VKiGsfUx/8ppusO1DgmDdygsVzqv6JUOqhTLJaGSRHnX0PSei5NdGm4rM8EJ8IVhRIXT0Tki0UKyjbqP/9+Gugoo4VQhAunN9NcMhgcxlmM0sQzO8jEMbn50/lE927cXuvjuR1F3rjkHNZsKLHlsSdhtzLmuC9RvC9BSiWy+QxUYyKnaLWaV5cvpK1Ww21P+Oopy9E7Rjj5oWc5Y2yUL3/1Auateg67/AB237SdFwdf4qenf4Dzv3Ez113/G+b84LfojFDMZXmfG+GYUpklF36Jlx5+jWmnn8vVdoim2GH7hqhkNHEmQGU0pGGuO7A+pagpQ+kmDy2qAfTqNJ+eckx9rX5MZU+UShNeo/iqF8X1Cm6KkSQFEUzJe3Uj+HBqubkUIDgC54gdfhYqnzwlLdhbNPyiUKNci8khtAyO0T4wwrxaQndTQPsrG3Fa8a0XN8P0bq7sF8pRjubbH+JXeU338gkqByznQ6+vpzLYgxXPLhSL4wiwV3cPkQrZY8tmTr/8AtRDqwhntPJmVzsfeOZlnumeQakS03LIAcx71wIuOPBQfvjkdvbu7eWfZ6zg/fc8Rjyvk0PHR3lVB5xWbOfuYw+i6Ts/JlaWZ4sJWglLxNE0USGYqBHnfW0WOcdfRiM6TQ1JC2zd8B7XgO2TrJHinb73Tk8D/i8XOckPypQbwaTLqdSOklIy3rgq9USXGlUU/Ku9wlpCQpdSLx4F+5kBWA37BDV0GPHxWjNDd91LCyAH7s2uGa1sbM3Sayw2DJhYMpeOakLU1UlxIqFnXjc/sxFnjm4kmdNF9qBTOeyPf+fW2tMogcQpBt7Y4MnsSMgCf/vNjbzd3En7S6/Rt3U7+46P8Y9TjiDu7mLsrLM4O2ri+CL89YVePnzp1ZzSO8jKcz7Mywftw4I//pNHuqdx+LDwwKt/YMtlNxErS4czPFjJYJ1hnRFqVsiXDJmSrUM+HI6L5oQeBWKpI+//NI43iE29yB+THKVN3yNTxl7VjezRoBJPQLk0ybkG0qvPDpWCD0ld33uad1VvwGPG8oQCgXIpavIsiBOIQ8V12RLPqxwDDpq1sOSXt7HAOU65/ptkUJyTncYZzXM5fsRx8dOr+cp+8xk/7jAGLj6fD7y1i2vLY4SnzYSTvk7P0zu5QSKOGSwSZGIUhqbH1hBhcSE8+uTj3Hj+f9G38lnmffL92GGhuzLMSVsT9NbNPFlp44ZZWa4Z3UnLX/7ANzbt5BNr7uDSD/4/fv67i6nuvzfnj/bzyNq76Tvrh7z10H0cmRcy7R2A8rnIWbT4zBUmlgBBxKKtcPlO48OgKDS+4yEIyjm0ODQ+FHqAluY7dBrUrHcEVw+JdjLo4VBOgVNpzSWkruxvXK8VSFkThTS8joZxPSsSiPNfmiloUvkwGivFHdEYX7WtHv6KsHt1gp3ZDI8JbIkC9si38NA+83lw+3oe6Q7447I9+fiuccLBMX7981u5cu89uL+3CEuW8edVG/nOY6tpb7PMUSGqbTq5fDNvf/p9hALfKo/SVenlyqpiYbVIpdDCi9/9GesXvZfLLzqLFUv35vQ9MmSdYK+9gVymhf/+9UV0/fVZ5vbu4isrLmB041ssOXYf9r/7aZ7d9SZNuRxjcQzbhtE27S0qD85cvZcoNEjgMRemNZWPb/Umh0rHMT3tc1bKlNTLJyXpFXXWgXr28t6s6vGWKR4laY6oh0hR3lvqXljPrkp5t0Xgi1EtrSPS+yiFU4IVxeWZCT5uOxkXEPEF+MZMjpIO2LlpO7sESpUqW9/cyEQhy/65Zn7/3Busbs7xTVMmu24z++wcJXdUO9Ixl/PeUvxp3Yv8rhQjYYBs6cUpRdBcoCbCvNEdHLX7ciRTI/+PVfy/K3/F1e/qYPNZJ7C75Ck1KVa8+DzWKTJjmstn7M4TJx3Bjf/zE67+zAe589cXcW7vZu684ttce82vyCUJh44ZdrQ2EYmQs857j63nF88JOjdZd0XGIdY0Qtz/CYtTEWKjuek5yDSbpMAvDYnKG2CS5arnrxTlIeC0SvOcL/LqVbhLDSVuSsc61MywNsUxClGeETGB5pDA8rKJSMRyHDH3lPvpcoZioBkKQ/a76FoA7ls/RlCp8NSGEdp39PPBM97PC/Pm8eqqjfx89nSu7+/DLmpm06YiQg0VV3hmICGrMwTdXahsjrHeXfRUHNdv7GNT8zRymwfgQ6eyZlknJ4yFdDc3Y1pg5l338tq73438azU7jjyUX3/sSL72ycv5zqdP5ezHn+aTX7uUb5/9cY66/haSQDEW5ngurNG25+4MX/gpXrv5+7TWjG/yig+V4mhMWB9N8Pk6DWkaSa+vNzsnQ9/UGrYeCuuPyTzoQ7FSgnJ1hkOrFN2pRkIV5ftmojwCFJ3aV/nIoEQh+ZB9dcwlqhkXaqpRiMlluC4cphJEbBbF31wW7RT/dhEfzXezOV/gkmqZF/o3sjaOiYG13/g0Yb6ZI9/3bk7tXMSSR1dy7ZNvMLLvHizcYx9mHLAANXM6Pxpr5qpDZ9Pb08PjBxxFEGrINTOtZybZ0Zjdt4zyjZltTKx8BPqG+FGtzCMf/jh/uuKrPPfEGn7zv79j9cdO4PV71vDeXUXec87xXPXfV7Jp8Tz0UUt4ZnYLF919LU9f8EN+dOe/KEQFKnFCNTG8vfI1Wl5YQ/dTayhGitAJ2tIwXJ171QiBUxQDlSLnFBs45cOqWJRon9tEUCkI8cyI9veTes6rX5OiSWNRSgm6PZgEio1cNqVGSI1Xd0oHGK1IAkeC49LyMEo0LtC84LZxRDLG55lG4Aw/qA0SiidSdTpjuspVbs5GnDNnCT/ftoP8zp3ccO4xfG7rLv60cRfnH7MPtUUL2X7hp7nlf//MNY8/SGZkELfHHrwxs4mkQ/jpq9v55iMPM5GNyPW0cOYN9zEt08qqlgCpPU3zphFYsjeXLNuTjkh4YX2R58c38rGzzmTVhHBKHFP6xHLKzvKVcz/LAX2b+cn/u4qf/epiDuozbH1zJzlCEqVQJEQqQI1WkMeeo+uGm8k4hUsZoXrtpSXNdUCexDcr0y6w5xOnQP66pzmVppU6VeE9UxrNUhqToX5NgICdqNdiaZR0U1xV6v93jdwGYHAkorip3M+2KEOcz7IpWcsCMze9MeSs5dxwmmdFVPqFRHFpdYTvZ7vZpgOumD+bp4/7Mqevvo0TW2fwPx2KQ195gxUJzClWaG0Rat15wi/NQ7KdLHXQmgl5/P6LObAGyZq1fHvhIto/0s1le7bz9EQJ85MXeOTY7/JWRzOXaE0mFm649RYuufwc4lCT/fGDjF94LA7Hwd/8JfnRMT635kXUY7dwjYo4+6jz2MtWebC7Ga0VYmEhwqa07XTEeJVHcwGB1AVOYMVhRXlOURxf6o74YZ/xgC7lBHUj0E1Nbq7xXIuk4iefz+p/G1INR8ooKYUY0EqlvR+fk9Dimes0WqI0TguLVcw3XREbRKAzvCUh23IZ9o1LzI/no8XrP0IcX7ajXkWkxbfQtfBfcYnLWqbThmNREtOcGCaaM9Sc477bLuaet4rctLaPTx8mHHVmKw//9ad8/vorMXYefb3DvF6BbQMx8tIQJ0nAjw/YlzNXruTmvZp4uOZ4RWe4duYJnHpoN1/uyHFLZZRzv3gNN373s2wMFEO/f4ZDvnIsTQMVVl9xD19c8wJf/p/jeObxu1hYiThgv3PY0JVnRsVRai5QGx9DFScY+MnXCJziwr4xtmYUkVK02TSE1aseB6IUTViuG6ik4W7SQ9RUwFHPfY7J0JqiSU2d+mISlKQYQqHQwd4HX9rQctSxCJOsvq0X2gLzxfC2yvBkkGtcfAe9XBj08IYLCJ1DiW2osBa7hNdVNs2Dwj6mxj3NbXQCgQjNFj4/YZjI58nOm8bg/NmcePtjcM9h3L/vuzkueyBv1Cx/fuA6Nmf2xbZrBtpn8EpTQDQtz4wqLNkxyo+7umgtFBDreOiGu1iz91wWErJieJiLq+28eeo+/GRtP9eFBY5ePo+qwBO/fJIXt/yN3OcO4v53vZ/Th2PWnv4R3jbtlJywe5Lw6Iw2woERVkzEvPTyeqJyhYEgAIRBbcFZlllDr6hGFLECR2Rj1plMg3OV1FCe4Z1EkhrXUAy8A02mKUk1+m9TOUhST0u9y9fa2uevBkMiOC1coCpsUlGKdFyKZByXtM9n/1qZwFkCDPVmqRLhL2GTL2XSQvx4U6VdCQE+WR+ewFA2x0GqxFd++BuOSWq4+77J4meX8P1f9jO3bNht+xDlNQHdV/2L0GkmkoSD142idpaY1QSdD79IZmY7R8UJm7ViaXsr05cuRc/vYs2cHla8+hBNba107jefD03PUDZwwEDCK2MPEl70OdwR53L66kHu/vTn2Tg4i12RJmct/1g4ExkaJ+sU9930bVoGRhBxdCrnm7dArIW5mFSBJlixKBHmZFKRG5ISxK6hY5zkF+sNTTul2Hb18td7bQpqpop8vD0DhQoFCTQSKZQWJNQQKkRrJNCcHdT4uS7413SKNLWQF8PvTI5+DFqBChRaCYFAswKnNaIVSituLY3yk/ZutPPlxKnDMXE25LzKMJlMiPvrZYz/8xV+alu454oH2WvhbE7c2kduqIJ772E8efxM2id2MPrbp9mG4SNr/83HH7qB+89aQT5xPBoEtNkE+4sbaepuYvrIMLzxNmvffzQnK81XnWVaYvlM4vj0rdegv3slv5r5blrvfJ7SZZ9D97XwSl4zxzo+ldU8umwBLSiWnHEC7d++gQXO8aVihfeVagyEBpyQKHgirTs9oaBxIuwW+lFXCqzYNNbVRQIWcTYNm66BCifLBeczU4PgmGRP6kcgWjVEOa0ohpQjcmmbBcAJN7mCh/vOpsphn1x/r4f5pI14OlNgtjH0K5V2aRXdNmaLUigRZhvDmV0zvJjGGPYtJ/x8ejO9/X24ngLut1/mgdN/zYmbRrj42APYdt0ZrH1pAwc+NcBrR+7FrttWsueMnYTVAeZH70EeeY23k37uOvccwmqMDkO6Fex4eyu7FsxlNy2Md3Wx0WVYmot4KrYsCOHqN2O2vbWBgz/zAS6bMFx3//M8dNef2RrPY599ZjNx7ge4Kq+Z+eTLDB+8lLP/8jQXnXQEh9x8D+Oh5slcwIiCLw7X+G57lppAXxQxp1ZhQUazQAltytBZMnw1q3i5ZlhdFYZDQayk4TNtcdlJOPIO9RVTZIf13pq8U/mo0ArRXuE7FmqadYAJFAQaAs23ohEItOcYU88RrbiLIT4lMwgdRCL8oNzP1DJvobUNCuzXI2PsESnO7RujGIU83Jxl25Ze3OwC9ncX860/v8r+GwcYDB2fuOpWnt59OveuXM/T+yzlvJue4U+t+2BXH8CfW05lmWyH0/YiPulgRDtaopDpoSMv8PjVf6B51nQ6BHICpeY8e769g56M8JYIy7eX+NGSt5kIphHf/ziP3X8b7xoa4C/3/Ihv3fBl7t8wyF2f+j7frJQ57+OX8+rnT+Jjp36NsVAxERheywa81RRyxYyIH+mY24Ian8nEdJuYh4zw80SzNoHzK1l+WBYeqwkt2vJfmZg/diQcHtbQqpqGuMnemhI1iTigUVzXe2j1UNk4ms//ps+FImitiJR4Xb/A4XGFp2JFYixiXQpHHXeXB3l/fhpioMnGAMypVdkShCjr4emKUgXlLC/l8wznCkQZDTXHz3YNckylAt1N3Hj9ZRz+/iuIyo5qIUBrxUv5iJf+8l0Wbx5h8ao3+ekJy/jC6kG6elq4Y3qGvTsymFrCYOQIdZaahSTt2f3soxdyyNfPJXr3EgZqNfaKQmJj2aYU2dfGuarwArXMQs5U03m8c4JnMm38cnCYplLILz54AcQOK8KtX/0QfznuMD5y1PkkgWZlzrGXwAlhyMXFEkMqi3KGGdUah4eCG6txfWcBC3ygUuL+IJeGwTqjVPcQC07zhVzCoU0Zzu6vkjiVSg/TpqkTpmizG9DFpWBRHEj7Bd9yURTglCIf+Deo9I1HVSu8GmXYOlLBWgsITTbGBJpRFDo25G2CthA4R8XaFPo67undwsm7LeAHg8N8o2s606wjQXipfxcuFuw/PsWTp/yDhUM1clnhLRVy9runsd9wwo+mz+ahU09k+95tnPrvzWQeeYGe0fXc9cVTOG3hNL719tsctugQ0MKQc8QKvnXZVUzbMIA5/iDmnfIBFqqIhdqxWStGK47lb4/xxea3OT3al5M6Er69w/L1m+7j/HgXpSdX8+w1X+eosy/DnLGc+M+ryNiEqnKMtUcMVar0VDN8NChi68SvcVgcBs33izXOarOgNFQMWQmwCvJxlWoYIlZNqo6dN4M4xUlBmeM7CnxhICaYEgH/c0EG8A5Zgu5accylYdZ3XtvCgKzWNAcapYRSGKK10KVg3Pkk+LdiH79s7aATxeFaqOqAjFbkg4iiiRFxXLdrkAtmz6Iiwk+3D/FCWws7UVTF8cViBXv/h/nZTwYo7Rig2hmRGPhhTx5lHXsnmlP6DfF796F9Gzw/r4XZW9cSL9qXQ6c/zu/bl7Fvx0y0zjKa/pC7t6xhS2mMQt8E1cUzWLpwCQuyih7R7FDQGTvm4Fit2+iYHvKPUcvX/vc3fPKJx5CcJtoxhnltA6U9ptP6+laCRHDZiNUdBaYVhTwRohQzVcCrcZVE4cliBBHDw4WA60uKV6RMuw7ps4Y/zV3MZ3NdnBnkeb08Tr+qE8OTjP8GG/BgMeZ7XRH/Kk8WA77Kco3eJTSIFf/6wu9d5er05XQF1liMcywfn+ClbA5tLK3GECWGl0Uz3Vgk9SxnLRkB42ChU1zzyiscMn8BiYNa6Hhi3U6O3H03OhzML8XctmkY8+9P8OOzVjMxNIYJHK2B48h8zP67ariMQ3arUmltJ7O1idcuPY/etlYeLyi+s/47TLTsjQ6O4vGZXeRJ6BXN7eNbeXliDZlr/02Yy6A+3ca+M8/j0wiPhsAa+VIAACAASURBVB7NNk/EfGO0lwu6d6N/oEw8VmLzhOWpyy9j+MCFdD+6iVhZ/nj+OcxWRZb/9l5yY1Wk4qiIwzov4QutBec4jVFyRoidxYojCRUlSbi+Ap2zl3guI615bcpw/H6kl01xlcEkpt/YRr5KXYtDg4R5mZCbSnWZnU1Lc/+3DkgsCt15zLGXprQjzekHWEBbKCtBO0uM0AacUi2xUUcoYJ/Y0Kf9cgMtjkUjY1zeOY0Yh1FwTLHCNdM72TsjbKnGPLp2HJZVeKHpQNY8sp44Ej5TqHJSMEGPquLmjGNmTlAaCEnehNL4OD1vZ9l04mJaQuHVwmye7DiMtww0ZyNywMuuyK1b/kr7T14gjBVZyZLb1EHre5eytw5psgarFKcNT9Df3MJao9HVhOxEDdVaYLcTVjB/pESy/8EMf+uzHHr/LezutlM8phu1u8Me3ETT+ztwTxcR49ODAu50FQSItCIWh9GKnyUBX87UOC3f3UASdkqY2zcqsCLbyonZdu4sD6eKLI/aEcU2G1A0CWMG0KmGJO2Ce4ert7yo9+i8psN3Ybz7VtVksRcqYVyE/SfKRAKRKIa0h/Oi4LIN21jT0kIhDPlwqUIgwruKNWpa8XoMz78+QjxDYX94Mtsvf5KCEU4JhQVRCbfHOBMZof/ViIHnc5hdIbgYNFRe/yf7vlDm3Q56mhYzx2peCgK2xpZVpsoPircR/2UNpeIYVGLA0WxhqdU87RwLAs1cHAsEHs5GhFgy2ZDBpR3crEd4765d5GfOoHrkvjwUWHqTArVHR8n/73bc7aNk7yiR3FSm8o1OVEcBjQIJmGaFWDmUtyP5UDHPGL7RtgTnHM4J1gnW+bWDzoF1gqkrAhpIMSU1xCHKssVp/jwrW2+RNoxfl+xDiiQXf/+HLnAWcY5mV2eVHbuPTbAjlyF0oI2jzVoqVjBWWFatsCqTxTlDl3HULBjrjf6Rnf38urmZPq2IAsW/3hph2/QO9jw6R1/3AeSvWklhURGZPc7AqmawCU5q4GJCp9FBFiMRVvy8bp+2mHU3nsOr1jEO3F7ewUM/+ArR9mZwCbliQlMpIdfVQaF9Jp0z5xFfeBizZCGnKaiQ8C6n+bsIuzko4zin90U+2rwf0ZubuG71Op593wEc8vXrsfmYJqA8MApGISqDHa+iVUjU0kL2B00kX+/D7prgw2qQnFN8MGjmI6Gjt7kL5yDBTQESfuDrCzSdFRyG+yoT7BUorh/aQTHwRbepG8jBKaHhoUSYcH6VqDhS90pNXV/REaaafYB9B0bpLWTxK44cgRI+MTqIVoJWjpEgIBI4p38Em4aMMK0h2sOIB0fL/G9N89dRy+sz2llsJ3CfOZaXfvI62QUVZNEYY6+34sRAkDRa9lEQId1ZZLcA3dFMc0eBB793Cm8hDKMYFsXj63/K/m/NpsUaZr62mdyOASSuoeIYG1cZmTlMop/nmaEhbuodZJ4EVBXsK1C0js1bduDKWRb/80XOy+d4/KMruCNsZ7ilgtIlTK2IddYzGS72eSeJqQ0NUP1KP+ENB6IX5jmxFnCQBGQDKIat5GLjuUInjcNah7U+51sDibPUnOPosMBMyXFe+yzf+cdOksbA343jBzPyfkFGSgtOfah6d8dPCsf+u0ZZP60VJeIXSiAEOJpS/qxgHVuDgNOHR3m8s419agmtTsgDPU5YGoZU8030qICmKEOL1gRL27hnjePYeIhgrwnKa9soVwRRBkeqjVSg2zO4JoUabaLZadSJh/KFWZoXnGHUOcRCMjhKRynmyNfeIlOrQWJQ1uDiGjYuseG0IYz0s2T9a8jgGH3WkEXoMfBIucJlbTVGdlvI8oMWc8uMbo4thKwb0lz5hQvRVDHUUM6mjUkFmBQrOOJimYkP/Ru5eDnnd3WyzAnH6YCqUYhR5GomDY+OxFrfvnIWay0VDLVUVpggxA56JEOTtYgEnr7C13XKhfzPzjJidMNgSiY730Gq56GQJERasW5mC4GxRKktIwdaCbc0dxIoxcxqjcPLVZ5qbUJZ2JgLWT4RszGKiLXQpiJiHeKcwhlDZ7lC8ZKzOWb5nyn3BGTXZxkb1GhdxdqkQdE4ZXGicaElbOpEfe043OYRDNt4ov9FHr3lN2RKIbmZlpGBCeYrfMKwhqBmUNUYPVFkj6+HZKdb4ta3qc21sPtcVlphh4NcqcJrrbN5OBFmzslxjcADEwmn9Ti2qlYUZb+MVweI8bAbBy5VRVnnI0L5nEdpeuxEjj3xIWyc4FSCjv01XRXfW3Mi1AR2hqE3ZEpPGQfOeYpQHLwv184D1RG/Jl15zb/1DWqunan4Sn8NUUEKDyUFQwI4S3MlRivdULxKuiBAOUfOWsaDAOUc+02Uea6lQNY25CQYrVkYJ+SVEGqNSht+VhQhit5N24hnK8IOR/+O0H8BZ0Dq6+DSBQfTFcbuSea9y5CMQnIJEyNDBBe/SOdjVYKVg9iXdlCrVCg64+UO1mJsgiQJrlzDVKu48jhxaRS1s5frw0u4I7yKp4ZWsl9TKzciEAW8LY5CqcRHLvsQB7z1OvMLCluXR9UfDRl8qnuf8tjx9XtILj2QcWcIzeR5K6Ccr8kyFrImBmuw1hCbGs5ZTJqrnHM8Wxl8J8vfoK0CLuor02Xi/9D7W4LQGLqLE9TaWwisQTsIxNbVB4Q42kzCKL6P9ExLAe38ujMlk0uejBKWJgYtltBJKkuwRAKt333BM9QtNcxW0MpgsOm8SYVDgMvmsGs3Y+fMQGmDVSUW/qTM2q1PYyoTZEsxxZERnOmg2ThwFmctyhiwFmsTpBbjqhUoC91WcavkkKDIAfoJPpg/hNsSx5vK0pNY7D9/gRrNcfivvs2+2XaUtiRGUnJ8cphc2o2u7+5gxdD0bIR5T4V8JBTjSTGOcpPshQChFWri6BkrsrGQp6oNOPi7GcQl0iAIRLnUmVKmH0fNBXynTfGl4uTiGAAV5DOYjhYCrAcaIojzUuYIyDnHslKNDmfIO0dNaUIklc/BflUaELWSGkunWohMYsn9cAHVUo0BDLam0NrPMKnjYSyoBAGS1VvI77EAvf8SGBvk1L89wtbbv01l1wCZoTJBqUrbcERiLeXE0qo02okPX7FBEgO1Cq5UgrEiH+vdxeyPbmbJJ4eRS8f4ot3EP9Sj7HxjPUeMKYIjjyf+xAg7M9OJbBmnQQI/cHUFoUst4ZzyEm/jGJ4bItphrl1N+IfjEVuvb603cDqhrDW8pS0TJmZVa5ZRMVSsZWNo2WAqvEXZT+a0v1jPW1r8ZA5E8c0xYZqpTs4CAZW3jixeLKLspNyrrjrOO0feGSZUQJP1N/Thz6+IyTuXLh32YARbVyk7AhzBghXp4g4YHQuYNitGWU88o5wPjWm9Z01CWHuO+Na/YV+8gxefXQ21GKlUsbUYlxhMLSHBUhYInUGcQzuvxpUkgcQgcRVXrRGWx3GxoVipMDAxxvb/upHRmztYt9rxxy0T9AfT+H/73YlsXpcKT53v/ytLfQlYQzMjgnaK9V+eS9dmm8YHKH31CQpG/LLlBtJ3OOt4MGNpMZ5Jcc6RCMTi2Fwrpu+e2nJxk0pvl6oHgJrSXN0epWE6tUsBi1Z1wYhtiC0zeEcIscR4wnNGze9GEzjxh0BDbufg8LGEkUQYTnSq5nJgLaIsSkF1zKI6a7Q47QdD+yaf0w7rvMJ2ojZMsGsz6t5XSPr7sKlsTGyCNTUcUDMJY0lCk4PAGS+mMQaFIXQJgU0ITMxEsUycVKjFZaq1MuWxMcKVt7Pg9b+TzPgTZxXacflRHvze/jjlsNqleFqlg+oAjXKKwCpGmxLm/WwzDoshwQhkNtUwGZdu7NKwGY8HvjNSTQwbQ48aq/ijJ8jRJQGBKML6iiTlQ6RKl4LpdPOcwAk3D8e+2+0sylmCLHVWWdL2uNfZOWfTOkGxNYqIcOw3UaQ3057q9AXtHBPKceK4I28cFRFi5QvtOUmVpDUDYzu88tb4ON23LqJ7/xHCl9oYCn0LX5wHI84JLgPS0Q+9RT9jjcFpnX5Hh5KEpZQJutp5ZbxC2TpsrUxYKeNGHKSNVy2Kn+iA8wptDGB5TE/Qny8xYJooDgyz+bq5fHzXRdx4+P7cPrycY4ZvpjA9wDjjVVHpuARGUM7vzpAoyMeaamRTTY3FZbIEJ0ynevdWqOsagUNswDPU2JaBjFG+I5AW3U2JsI9uppkInMEK9LuElWYEUNTvovET+WkdNHqTAMqk7JakvKPCC7HqnjISaoZCDQj3dLY0zusUPPSGiqyxVAQmNNTwYqCdKkIrwZaN/yhnELFQVowPBsi8UbC+YVFnsC2OaLSI9CUI1iPKev7DMB1Y3NTM8zrPM0NFKtUYbSzZxBA4H4ZClxA4SyYK2JbR3GyKPECVM0bG+OumHfQ+9xodtSpq7Xpuzjcz/4mXmf/CKv5ZtCgMSgnONfgJL/9z8NErNjOjXxNri0n7WlYULlBUZ2VTF7ON35K3julWCFOMEuNIxGFwDFKjWQL/OQLWWjrRzJPmdKMB15CSe95RIUxC1KBOtaSSO0AwzhEIaCfUgFj5mVIOA9prXsal0j1DAue4pz1k+Xjik3eKmo1zuBqg60olGvtgVLZkkIXjtKlmRpwFl1BfX6y1YQejjMchJbFEOLRzfKZZ+B1N9JdrZHU6MmFAV3sr754/l5P33ocgyrCufyevjo7RrxJMKWZobIy4WOKmwPLjGU2cvGOEM7Zt5dtLF9GzaQNvdndxcP8gr9YCPiyC1QbRCuNUSiEJ535ljOP/0U4pI9iUmncpSBEl6F1lkvS3OzfZwtw7ERYb4V+RN5ZN2yk58ZHDCul5D/5a0rqwkeOc/xzlIMBQkaBuNG8oK/5JPaYiglOeN3MilPCK11MGRrlvWpvP2VYoiFAVx+PNmuVjXj5nnUeX41VLa1fomex0xqlUJ1LdlMN1j5GVKjJYoOpisI7XmoUVm/u5vTnBBRGfzAo3OeGmMmQp09M1g+s/cjI2lyGJBCeatlyGj/7hFlZ99kwObo/45VNP8fjzr1Au16hlQtp1Bh1GLH6zxKqedu6d0c5hzz7LG/supTLcTzWxvJ5rIqiVMYUUzTnNsxnDseeNsPq3zcwbCahFnpGvG80IBAaSlcOk2DENbJ6aAtIWTg2j/BJ5qzxLQjqJjYDBK9w6JULsRKqKm7IzINBqPYkvePmhF0GmrXHtpiwudHXVssUpwVjHy635xrYKWiwZI4T1bqw4z2rjMAiJSXFKGmL8LLIpurJUBkLCUJM5bBD9eAcW2FQsouOEz4+A2Ao3Oe3rRgn5ytFHcMS+eyJRhrgWE0pAEDg++Yfb+OKi3Vlw/e8hrqFyeapzd8O2NRFi0et3op3FGkfTjlF0NeaJg5bSs3mQucpS0VkK2TaiUokkX+AXEnPRkiHsNMfTd3YxfzQkidIyLd3Lw+Il01VVQe1KxThTaruGvyhDogWsJUlzpU3jnklTgsERK2/sjNNUVZ1kpjFBdOrVyuEBYF3OJXjwJNbPFVGedtEiKUcI2zMRn9oxyC0zOr3CCMe7xku82Jzn300BhxZ9qDNCijk1YQI1LWiT7m3oAzWiHUkNWNlG0/wq8Vt5bG8VERhzcGoo/KNsiMIMV51wAp9bv47C5i0e4VrL4+9ZBrPmc+q8BVz8/CoKEhBlQgIs7aUqqhIT6IBaqiKzSlAuIQqF+a9uo9jVypYMrN69hdyrQ5wY1/jnjgDbVqPQpbjz+TaWjeWIQ4tVtr6YDJzfFjAs5AgPzlN5YOCdTAo+t9k0VXgC2ofEBF/u1EGJbyh5XGGtZS+dJxFh0MVss1Ws+LxaSdkSz4jgFw14ObI3npv0bg96JS2gxREAt87o5GM7h7iru4NYwbNtzagUMPy7SREi7D9aoyRC05Pr0E6l+j+/rsthUc4HElFgYhjdGNKxfID5m0KcE77XGnHZQBGCkM+ueA8rOvL8cto07urrY7WxbBBhyYPP0ZU8QeIMTRL4gt/W2/S+BsRaDCDGYBrVMhRtBTfsZYPdfWNwdDuXJoa732zHjrZiHvXa/EQZnAUjXg9q09Uv1kBUtqh92qk+1J92t6dIBhwNGmz/OGJlWMUocFZS3T8YZ33fDa/nN8qROMFiaUKxUGfYgOcpR9Do1NDywR9d7fzCdpsukkvlBPgC0TrLrNgykEbs+VVfhBcSH5eVU4TWpStH6nykoy127NVXYboLcNkWxqolFDHZIYtVNdA1TKaGkKRxwpcd1d03s98/hohqCYm1EEWYpjy6ngeiEG0dobFUhkepZBbR1VGkSkwgAVprAh0gCrRoAlFUxoqQGAqiG/VUYmLGbJUgiFDGsFS1cdfRjupEgdq2OXg63mIrDowfSJcNMTkIiiA6S+thedyzQ4wV40YPTdeX3KbqYfBc5I35WmogkzZILTbNawmS7u6QApa0vzYrzPJMXEQQhmyVwKWsSZBS/b6Yq6+zru9Z6NCN/Qp9XWbTa6qBYnElSXc1SDd4cfXEJbTUHMqALsYUDm8jij3zbTMxLptgUgjknE+6Ll2y2tkJv5neTmzTdcY2IaiUkdgSJYZsLSZKjC9/rSUXDgAQWOXBTjrRnANjDYUog4lrxMZPOudSqgmBUhmTGEQHrKeInYC4ksMp66G/TOYUABc79LjPZVkEtaSLeMymBvOFb+NR31zTAXVjYACFdR7+18OlST3NiectE7EkAm/HJfIqoMX5LnljIUdoIWdoUCdTt1AIRFIclC4KEGFE+VAqDtbkIvaaqPl9sFLkUgcx7dWEIE6X+Zy9kIwJfLtGqVRSJn4JsdSzqo/r2SycvXOUSAV+2z3joGZQtRqYtLclDmMSsh0dYCzlUoVAaU8gpzPeOocYYdvWbdSw/PTkk+q/wo+pCAlCYhJAoZRiZ38rAyPTETHYtH3iG8Mp228TVCGkcFgH+TPn4K5bx1hQ4z8fdQxRT3ONhWMCBoNRviyopbyXEa/djHEk+DrQKn8+xvLhsJrykl7gGuS9Y2Abkm5Q1jTkySqdCTolUYvaMc143Yh2sKYQsWK4xIvNGWrpJmZKHJ0lS2vNr0uOX1hP/l2tmNWD1LKKoKzTYl7jjAVlUKK9VLo/RMoT1JIYpQOwEIjG4bCJxRF7RbQDnOG20z9MRQzn33UPYuN0MPwgJaL47AHv4uTFS8FBYi0Bk7rCD+6+lHlt7Vz74ioC4Li12zgss4urpu2JMh5JKFEYHSDG0vzdZVQvWUdlXZnaE2upBL4tI26yqE51symhUBea+hxm09oscc733FLDJc53DjwRZ7EIBkssgHK8blONSPqeQJRCW4iFhpd5LnFS2drkDCXRPgQA20JYVPPbKyiBJ9vz5IwjdDDHJGyNIiYije6sUrbQ+t0tqL8eQ+akp6hlfN/DTd3I2pq0/SHUxtoQFWAj7akcEUy6BFbXp7H12zvgLCOVcTozTdz0odMYqEz8/7bONciy66rvv7X3Oefefs9o3npbtmTZMjJG2JaCAUMMMQ6UCTgmVBlSFORRoUICFIQPqQLKEJI4fDFJoFIUJjziggAGbOwyBCywjW35IdmWZFn2yJI1o5E0mtFM93T3vfecvVY+rLXP7bF9q+50T/ft+zh7r7X+67/+a20eOPMkJ7e2uP3oKVZajwF6gMxd6uPhxPqU7cvPRVkHrCv8/dz4vsfu4w9uvpsu6l4UkGLs/9GX6Yee6TUd/TPFgcFISiwX7ak2s2GFQxESLkcByieKeA1RcTmcBYWnMC6k4mG+F7hr2OfeSYNoeCOBRpLQmrCgdnCYuzDzVRZTjgwDz3YpnJhfud1kbEUJJ5uxyJ5DHDm/4MyJlo9fN+XbHh/Y3Pc4w30PMrlulSvbC3QiyH4Gye4+0aClhd4m0LRQSqhxGduEzHyhUI+xb//uN3KkW/EqgyqnJqucfNGLySmKllrzTQdZk2HOkDtfCINvvvU2rjF44/HrePN9n+LWBI/sXOT5actrz9zHtQV+dvNFfHZ2mQ9ffoYbzh3mrS97Gf3ntxlH3NtysSRc4QdW5iOwUIxBPMet1lYQBpyi8zjm4EPxAqmDEaPPidcm5e+swcSDVAKaVhKtKB3OKqv4h83JkOKrfstizqPTCaMm2uDZ7H3Uq+odpGqeEN53Yg1DeOHFPTbnyqJ1ymt421nWfu8VrH//LlfWjdQK9MWfTD0egTF7bMJj3/Bq9A9vwt4/4yU//ieezxaFnGj7nl9/0z9jI3nvAaWQM5y4cBGjYfvoFkM0f+gBl2UG/+iOl/CeR06Pkef+c2e4bbLOd/zU16Fvvo/fuv2V3PPg3/OBm++BxcCHZpe4tBj4oZ+/m7f80SVWz8zQ5xaYlSU6gTHVSArvOFQ4OS8806blwplbUo/LFQZxoFRprAG/rkPE9SEW8ceZ88vtKq1JNGhEcdoZcWhHll/IyXO2ChGuHapPjU7E5PWvcxlWQrqQArRIkMkX1lr36WLYRsIYKD92P+16w2SvxYqQNYXZC8kaJHoI9DJoP2flzsy0W6XRGTbfYZqEd3z/m1mXJTCYlIH1lSkP9wOXn3sOfehz9GWgig5Tia9qfN01R91FxQZ79ZEj/MYnPsx/fdtfkaxnSMZ3rG0xtJ72fCvHedOvfAfNr51nenbmwlQrX6E8sHFjDAmEwoU2xfLYmJMNyXUwJVWE6KDExKF/L+5V/PfCIgt/ZIVMJpPGTtCUkq9fZxoDOutCBSCJhZiEaLUyJohxTH0BP9cWVsqSRCVaWfdy4v0v2qIDZrtGr4n+0kD7f7+eFWlI2iK5JVlC1KsIZol2a4q1A+lNX2b/xx6nV2O6coiNzWM0uSObu81kPj1g8uWzHH/wC9y9M+PG1HByssla6AuTLu9ihY0mYaao+vv95+95P4/swU98zzdjwLPzBT936lZ+/vTDiDWs/ccXsP2Ln0aifOLXZCnRhqD5TJll4fd8ej0DvjAa/OSAYqIM4iSD4RfSsnuDSj6HR6eIcFtZ8FQz9dAhumwyjPZoMMFiGlqO2RitGZ0aSYX3rW9SdRyYW9+FGCW4L/CJriDqbayK00ULSXzXhed4940bPH2kYxPFrGHx+nvp/vcdbB6aQMmIdDBJJEtky5TLC2yIDZCV795YxTwY0PbKT773L0hayMUQHZhdf4KnrjvF4zed5PGbr+PcjScouIXVe6tKMxgrRf25AI3q+eJow+x9j/ORF93ND33mk6wtlKca418+cz8X/9OjYGW0TL+4EcSSMCTl4Wy885Dxh5s9wkAvyjwX5mLMk7HIxtD64pEUTbBIhYUYc4yFGL0MlASLZPTZeAMzTmdHED6HzMYuXB/+gqutUA2RlpdCHPo78/9k15IjNXDURqDLGOkKPNTCNb2OwRYxHlhdJatxtmv56+s2WFkdGJqG2Vs+Rv5fL2WaWpJkZNZUrszvwahKEn5465pxV0+Sslcy73zgfkRL1NkMpXatlrjIhVR8I2VTR5tF+dvnd7HSxyIo88WCyYU5/aUF7WDce/Mr+f5nP8Hbj76YXz7+cl67cz/vaZ6NZSoj21OVCF9ojEdXvHchR0mrj/xqyEpJhiajJKMkT5iHmkcmt74Sjy9JKdl4QZnxt0VZpDy29fomObCAYsrhvnhPmim5uAxcvJpCL26u3729j4X0O0Wsk5CKJYPNwbh/mpio6yIM4dHVKYcXPRqE7ftPbPD8kUx/TeHcD3+C9tdfhkbLEJqiupcwTZhmVISXdJtj0J9bRs346yfP89v3fcSJ4+KBPhV1y1L/WTYnWukL5y/P+csLu7zqyDp9bUtGWJ2sklR4Mw8xZDj0W6/mnTe/ht/fu8BbnvwI79m8kw/rgrvueJY3HjvDB+WKJ8YCZ1tjewKSlBa3lkXyxHioCxFMh6rRi3oMS8qQAnRIJO9RFTfLDG3i+Uk3LtC4YCLjz/Ldr/vOXzifGwyhCZdoXl9xVyAg6tTPhdx4p2etJhtkdcs8NluwEONCk7jYNRwrynrv+hCNbkcxQzXxTOo4mfeZve8M01+6k+ndGwwfuIRqQlrvoLQhkzsDEg9eucRZLcz6BU2gqJ0re3zgicd5/c23eAcKLiRKZjSqWCk8cmnGp6/0nC8Drzu+wRTljx99zC0lykOLfk7/fGH92sOU915iJxmvPrzOD15/I5uHMneuH2Hrwcf50cUxXiETsgqPtcbHpsrl1uiTcSklFskXqRcHH0XcAosZmoifVcQo/rPk9TUV4zVlYJGNJ0I3moSYpbm0MIJtkp/+L//NFjjT3Ak0sRhiBcwYgMlQmKtxovQ8I7EA6m4xD+q9auYy6Lb4c3TdxLsggW+4vAA1poPRLWBPIRd4edlnOzfYPSe44aUTrvzKacQGWFmgfSK1RmoGntzf5U1fepReexrJLEqhayaYFE6mBb/2hjfSVrmECvdfmfPs4MBhmhKvPbaOpMSV+T4/9Jf3em3LepIkjpUFF5oJzZEpv334LjLC1rrRvnqdo3cdpzu5gl5eoK3xJ+//FB985xd4+YlbON+2iCiDecgwM9QGBlyuUNHjUCvUtqyduQV6SmAYPzXM+dUmUaQFgnjAvG4X1f6DDRhNOwwspPGSTCR4K+r1G3eHRhONBG+6eJH/fs1RCLeo5m5oY1E434o/zsRd6nxGP5uRgHNk9tRoBdaTNyRKhr9LE67Vges+fIYvLU7x4j//B8z/7DS7v/kUzWRwrlIKJ7pVShDX86HQtm2QPYk3HL+Jcvo8545lCh2fX3T++dQoWfj2o6uUZI4ASyWLoSwKTTbedce38AOf/zgXLu5z/fc1HPsnL+Tib5xG3neJ/XdfZNdcTrdtGZt03HPt7VybjJkoc0ssxCvWHoudhkK8Tqbm8N0QiiglGgQrM9LS87P9wM9Pph7DY9TgKOIRj6W1Ei51UMxP/MKvmAbD32C0ZiyAFPMLp4NbVTFHOiX6qsVcItaq0Q3FTwq+DAAAGFFJREFUS+HBPGSMUmxkuVuMF5rwDBkZCpMCTTEmKjQK6yReZInL1nKyLDh1xxob//YWaAo7P/MAizOXeeXpB2h7oUh8MIMkDR/9k7cw+dAzvONPP8/ixE041Sac6oRXHFoBaZ1DVeXs7hX+9b1/P7bRvvuue+h6WJ3PSUMGk5ha6orlXuDjq3ARuGLKrMkshsICMM002vP6tvCxoeeJpmVgGHvSkGA3oiOoRLllMsBPmvI7uefxVCXyywqqBcCzA/8fFzIAWSPFKFEKaAMt7nrPDhMDItAL3rXyvVcu8671LaeSMA4Pyk5Kzp+FdnG9m3Jhfz9yUC9BfFGMwwgzcb8/yctquJo31N2uC57Nq7QPbCM/ch+DJprb19j4uVuZ/MinWKTWSWFJrPV7/Pk3fhtnfvEMN+g237W6xZ+Kl1hf1MFLN9YoQQxm83rf7uxqRv557TmqiWebFaRLnJjN6dUB2Ok141xK7KBcMaXHyDYwyUJSpaQF86T8QTK0S9y6P+PlqeViyTxpc3ZQVISpGYfEeIXAo2nggwne2makdCSpeB2IharzNaUuYJVg1iRejGamHjQr8CgmDAFIcm1jjJ0iZnyyXQH1hcx4V81YHcbpl53ZPn28SBOZTcHYtj54Tc+XUvILsIgN89kkvLLs8FSzyo42bJaeaz53mbMPX6KXTEb57ZffyQ3tJl0/MIhxbXMZW2QkrSE4af2yjTWnYy3mJJo3kjyxu+d8n/mH/4GP/g0/8Ypv5LvSBtZnHp60rNBzxpTdJOyh7KHsUFBJTE0YBBaNMNPiCNEc0j+4mniQwsAAZp4HBgQv2bjXMmZNsD+6JCtHilhYCg9GgOugKep0ldtsLuLa86kJ23j8KgKDWgTZiA8Yc1Mek8wL53NONw0KPAcjyUkQqL05I9/jRDS4q10AR2zBbtswU6MU2OiFhRWuJGFmxgcl8012hTPNOtul45m2YXPv4jh5+4lunWfLwO2yYLc7xCUbaJLR9QsObV/k22+6CdRnT/lgthRHYxrvevBBJxKsIAjt1mF+K1/ktuYQU1lwTpUHZ8/xZ3YOTh31gTc6kM4+zz/cuImt6DdXWTIjtZiJyOjKvLYYIKKp9bTiXqUSzVLdH1iypSUd8AT1aM+q4K63Zm7q7qPAHGM13ANayEAhsQLsxIVX4PF2wr+78BRvO3ySaSyox37zdDv89wrCTJzWsdhHCrQ6sEJmJ0EbH/yyDWzSsCPKJ9uOW4Y9NnPDud54gBmK0hTjnjJjRwaeaBuum53njtRyn6yw1ygPPH2O191wE7AYNfE+1cjf+9mhgDRgGaVQdvaZfbbnZ148RzbXKMlopzBNR2AoMBT2HnyOZii8Nz/K977sZZG6eB1MiH4zcSVVEfcgzaRlseiXRVmpy+aPM3GabWlQdbYjV1ld8mAMMNY6ARqdz9mVxKGSWCSvK/VirKiwb8Y6TslsC16qVw/K/+H4Sf7PU4/zM1vXe3wUpcuZfR1GVnsu7mIXsiz6DcDcjAtZuVGFK62gRZkrkJzlmIqx0IH7p4lvnM24oAsaSfzPV72M9zUtl4ZMVuXBpiGlwsn9S/zCQ58BMX7a/MRD8KGiPpUgykOpoY5PNzNSHN7KF/YZ0h5SXHuvrZPnCLTqVEKn8P7ZWV6/cj3zWBzFUYfXwvxiazIWZTGeV1Bfy+nO5FIIWdqUxKJH6jguGGLj//0woQTJey2arfmci52PfV0IaLawMOXIYDwP3HHFtSDPrGY6hR0zhv2ef3rNSX7n6af599e4ZpF+8Mw9UoFeHMwkM/ZERxeQVFmY8kVxN7YuxrGUOKQ9BTjdNJxdM4ruc3EL7n3mHD/6mrv4kBZaNS6mQqPuyv/4E59xpZR1CMLvPvwI/+L22/wDq4tjVdWbD22gXwxMcsvOYsbG+qZfNBQZ3M3lJo/CWnB2rcpP5aHL/OUdwresX8sgnsiXYIwEV1n58dDZ5QpRKxRAix8S5Iu31JLU14nON0evBPMky1iWiOYYMdLFlLnzypyFuKBER2GDB0UT+OJK5vHVTDMY+5FwDyiDKvfcdhP/+eKz9KrMcBc7k8LlZMzMmOPBehHf34C3Ng1JRne7hbJjhQdy4tE2e1+A+TSDFVOuveMlzFPHhZS4JMoewmfPnuV3P/4JBoTFYoiqu/LXz5wbL4gT3D65Yc+MfragbVuKFdbX1sZuzDqaHdOvGh5Wn8fVwEb/9C5Dcn9VkpcCfcazt3hZcuWWM/zOivZ4R44lH7tIylDJ3xjpPg7hrJ0zQV1lhJRsZPmzGM2lruHG/T7oFI8Dm6rMzGXI1yyU55uQFpiySLhFJmEyFO48f5FvffEt/NLpM/zOoU1I4pevaIUgrOAuoSR4ohAHB/jY3B54MmdalBblWIG9nFkTYaoDn+oaXBmiDCjv+vBHMGtQVdrcIgZtFg6tTPieu74JdOaxTCuhnSlqvP2hz9JNV1ksZsz7no1uMsaISvHlnAIsR+2Kr77ZxRmfuHCWu46eimqzeOyqtHKgwmLLcsvB1AcYdZlCgBqrUJ+R23Xr8udKVsVWPgWhWR8Knzy8ggTBmQR2RdgYYC97I5wDCGM7iZcPkjMnrRnPTRJ3nL/E72+t8dHbTvCO+x7hr7bW+Wxu6INdEXFJwn6gTCvKPBjvNojpFK+/Jp4fLczYa2BdC4Mal8oe7/3QA2RrnT5LHYih2vOGO1/JtWubSD/n5qki5m3IUoS57fP2Bx/iLy7tRAVbmXadpzhW4bX3O2skuV/dYb10ZWbC9tltZsdPImqoDN6+bAcfqSNvOyq5vuI564ZozN1s/V0yHZVxOep+VR+Tgs1JR/uCJnGdufiTLZKwlx3vDUFqLrKwyH5uZxHfLoWgaJLQZ+Ebvvg0b73+KB9enfCvZrusNw3znNjNTm2p+BSbBaGViN01CNyjhZWU+HQbg+DFqbRLydij8O4PfNo7VQ1uuuEmj0OmlGKcWN2k2MCdK/BtkwmpGLLf86Ur53nvmS/ze+fOI9EFg1jI2R21jafAWU1ZbPz/wfvBkbR5Z3D3l3RZlRY9cMcJXg9Co/usC3rwLvFYEe9C8ofHuXMi0UTvWh23PqH50mrn4DNYkhxsfAmY6sivSlcdqNajNq40QqcaVV13J4f2BooY/2N1HRPj7qHnhVr4VG75chKGCLRtEu7UgduHno+2Hfe2rbtSsyBX65sSPvfIY97qGxfw8TNfHi/sCzdWeV1XmNuMl3ZbmBpXhjntasexZp23fepzrvZSX7ChL2xdc5jZrKceEj5aUoCEwXAd5UErC1YInEGy5NciWZ2o41XpcUgZdY5xVY1a5TxIUYesgqWkCUlhYRY5Zoo1tzps2sFIBprdxiukuZZhPB8MdwmzLEFRwaxxc+5jQSX87SBLfy7qmsRWjAXGfbnhI03DxKBI4mIDqNEYfFQaPjL1N7UxeBPhAmEVocerCIMWnj77HH3f03UdJ4+f5Onzz2ChbbllY43rpw3JNkZd4VrueN/Zp/ilRx7DMFLKIN64PplM2NvfI6WGumYp4HgSox9iImwCLUrK1ZFZJYcwE567fJGtLa/o+6zh7HnVV7hE54nqYi3dZCKHK/TuIxMHUjmWu44EqanAOK4C4pCGeFueM7jL0Hh9k9CPJ3cnQv2QFiLNpaZPzXvaaoRPhM5EvbSORTuuaaA6HWmlFO5qHgXCep8XJ8jUBsyMi5eeXzaxA6c21vy9SwzZM+OxvR3e+sgXR2BVXdMw9Nx6621L7SOMJKx/Ih90k9uqA6mA5IBFxp8+9MCjWHTS+Ch8HeteOj7UWM5t1NFlpoihKdAigQ5dlh+Hukrtv3YkmXANaBJvggl+y1/cVGnEmOGnFy1E6IGNAjtRsEvGmJ80ibio1X0KnXgbb33jVVtR+5ENIqeJpbXQ/yXvPN01pUWY4TC5MESNSZn1/Xjl1JTj6xv+ffIKg6rxgx+73ymsYERTdMvM9uY8fvoJf0/mC+FDxmL3i8frZJ4E5+wNB1oT3vpAg65s+GdIDhrEGMU/MgILo+ZcEiGk9j0AVaDjJxNb9KAREyRMooSmNBau0ZaL7Vl78vE+lhL7SVDvhh8HnW1nfxKVRPRMuHr3ACFTxAnVHj9BN0UAr/I733n+AYbQJVaJ2VyEK7i8Ya9N9KsTShLmIlgp7O7uxgXUMbYBHOtWnUscFCvGGz/wt+4+YKwPdtm7lG+68ZYYVMZVN6+HKbP5nKK+OZKkq16ndg2q+X0wZXd3TspgTYo8zK1GMuO0gjqIOyVIWcnJfBx+Vk/XstEkpU1KTkqTPLS0aSCngYlAg9Ilf1wjih+ZLEFO1guavFBX51o4GqpEaLjCuOBDSpgktE5ME7e2eb8ICic8DcGqSd1Py40ruOVWixxU2ZvPKDiZun78MBvrm5hdTZz6bu1jgZTffPRRLmjCsz+Wu9yMY1vX8PzOJf/Z18DzPvdK6ZqGXsvB3/iySoED9iPAI/efpk4UGRPytByzUfMxYvTGwd+LuOdZdtpYAA2NBNsNJkmhFR9N0eJYIBWpkDQsbnxxcRCC/3wIFqMFr6CKUOKQFYsrX/k2lSVR0zR5jINFnC3wxNIoydMFE4lW1rqpbSzXG3Dji18Q09iunis1DIVhcMR2Yb7gd7/8bMTTq63k2JGjPPf8RTyEGqkWH+Pm+Vuh61ZQE9rUHtwWsenCLwKiXq3WXUDUp/xUJVFAfBHzCUA5AIhU3aLf2wB/PrHH4oyeTCNCA3GQeaKNg+5GNgQjNbkes5VG0GHxxH0SShYm2KhRsORlfyPRJwlRjVuhELlbCFk04ePUDnz8gi/y6rTDiKTUrj6DxfddjYXQrDSg2QHLASTel4Ev7e+gpfDGez+IpqUQtS7GK1/xKp69cMFTmBF0RPGxTpejuAKsHhZRxU2of1/zNRg3QhFv0k/J1b8hUasna0FKI1SXTPT5xcnyEYYkxeJEflzBR8YnKDUYjRRafCEboLFEesX+vqOfnOIVfNxtDle4lxMb6iMqUhLmkmgq6kHYTRn3eH5MR4rnKGE9Q1hLO21jmIlnLrsLn3jjRy+nmpJFEhsuJwmY8uBHP0POvlo51L61y+ahM+f43N421kzRwSUQUoxbbriZJiU+9un7fBMeKIUs0aO5Lj82kqn3snjjXC2rRApgiVLpKslwuMHM2N7eddXwAV2i3wsp3GIi/p8KORWyFLo00ImSs8eziSgdPR3F7zbQWaEzi6/xPYXmSyvTUQ7eJs9BSrAGLicxnukynRpTjD2BeYB/wS1qBmRN7o8PFgJxclkE+r4ED2fjUVMGURAM7WLOlBLNfGKoFYbFDNuexTX2gx2a1LrFRjHx33zo4yTpxudc39jksSe+5P1ojY+C8K6bpTjG1WMhMlUlp0QphSblqN7ULGtU5Y+LXnJMg0BIbRt8K66Ric8GcRheckqtSu2bQInZhCQaR3HZcopt/L5BA+wRkwGXCDOVMGMRP36k1LbVJEyCZkF8NOBeNfkAwTURrDB/pW2weswhFdqP29sn8FTXFylCDiStGEMZgjKqUQ8e/n+f9Ban0UwSXbP0kaXt6FOLAddedz2kxOUrO15szcvHfa0DCsBFOP1i32Nd04zv2wg5OAlVHyQ9usj1hsX24AcmHGtHZn4EGlJpqWjWqDRVfB2pKZQckN9jnJAtJtpKHAakDvkbcxFUo5CsyxyPHubtlBhyiiMVYZbSOAdrYh6PCh7nTCp48YuxI8aVQZc9ZdgIKJYAIy5UbI4a3D2n8l82eC4IClpI6sy7qs8Exgrr3ZRTp65FbeCDZ85zaHODYsqTT50d0bwn2yOVWPcNted6ifuN1DbM+rmLZON3at7VquNjNYSnxuTWo7SWkA1oJXhE5wBHLrFNRso+O7PByKKjBWVRmqR0IjRiTBA6fDrRJEBKZ8ZElUmgxokpEzMmZqQdg7u39ylBAtSujWp1gyQaM3Yjd9MUCn7xAqAhTgQHP6lhmXU8g0AcS1lVR3WpltSZRa6IBPgI/vPRj97vS1kBRMSZ3GaefvppbDBOHDnKE2fPjGPTR4L3ANnrA6DjVa8igj2Gzeb7TCZTaorgbrSKb/xxQyTGcmiFtNKSJHHd159C1fOtFEl2Fnd3lbnwo7N8sSZC5GHJXR4u9M3mRpMxMmVEiS1KK0pjhQ5XgLuKWoTPrXUgKQZNuwu4LMKmubTOzwcL10D0W1WKKOComBdGS1wMjyMpXF21HqrjQVFSzuMCWpSL66wMxdh7ds+bFUdeyBdm0fcMw0A3bTj9xGNsrm9dtRjAOFzlgCO8ykUuk2ajj0nf7g2CnTEJFBmb1JQ+QXtqPfqwhenUAt7Xs6hj7yXGrtranpQlYp55iaXBZ6q0OHpsDFpzdNhY8L/uWf2U32CJWjOam+c9r9qZ8dhqx4Ya241TUlulcDH5QtZkenQpEYecYHbZXYo4tcxmYvGi3GGR5CZzIIIaWqK4Y5XucXfq0oDe5zyGJVY+tACXd7ZJKPN+n43NQ24ZB46yqmIavmrhJA46wouorcewQ1vXoDam/xF76yS6Mib9qzcdozm+hvXK1s1Tskxok8flSuZWkrfR4BDxeOSAw8FFO1pkoU1GozICjyaKzX7oUiKbg5XWx9W5RuTR9SmXm8xa76LlEm/+Uk6uecdYM9cmSqUx8ICKwWG8fDP353T4YMuL5LxfuJtgr5faPgvPF8xFuK+EMLBLTnlMBZzI9veQmgQLJacJaoUmJVIj3tEgCiqR6INEKchQzFIQyDamEGN5hMpz+PuuBVJLjqbNjPZYJh1KbH/hMkc3VuhWM7nxjp3aQSQpxLFSkaIdiGVywMqUXBdF1CfbomNinXDVWlZ/b4m0rLcdLoWLTeJSm7h5Vlgtxg3zIcQtUVMbC3g1KoW1ifG8uf7C+5w58MED/0UgT2GN1Uv676Iv2qCqaRy4GsYQZ7UsC5Dj3yaffJOS72uRcGUHXKBvgLo1rHJko4C03q52ozYi2RE0YaPrXHnBUdhI7H1xl8ktWxw91nixkjqiyq2owQFGitjkbEbEsPhZfUxruDw+rMyn1kJn5m5R3FIdkCQ6TTSzWFUEPr/aoShPtQ1iESRFWGgZrWzJGloVvo5eyGHyEoTUURBpvDDmcjH3mAgl5iYrtVg4xjZtnA8sHsxzCisyo5TK3gc7E2AD8ziaKLERSjidqqcqY1z05zHm8xlN03iVItx9vdUkHpz5XxxX8nyVVlq4obB+xZXHKRWSxmKIW0tSBxgNbnnj4uELkg1addfXhQtMRUhW/BRjJaC+b9a2uMsUICk+PqlROGHuDqtGsRhOnlrMFYmVk/jQqVpTxCGsAnf/d1nvjoUMJI+F6CY8ko1GXN1mYSprbJxaQ3Bd5DAUhuIV6BJ/56p1Q7Ug6om9qZ84UQ/qOfh1qcyoKFOZTif+HFh0ThywuwNjk1TAJi3bjzyPNS3XNEIq2T9HFGTdFVYucZmPjV9NaQphaTXm1fMPHNB1eM9fF4uWFW8fi7/PHtccuoNxNmJH4G5nKqisRcD30UoCotcLLgevvr8pqMXNsIJx4f3mfW4aP5fR7Yo6V3fk647G4wJcmJePdGThLUZh+L2gYD7m4upkWg8s1MFUQGmahgqCluBJqadU1Nddf80ppIHZwzNSStywu4CIU21sUG9s9KEwOSyu3lugtUQTltaZBWuvNCr+f1Wy2hgL6+MajOxpoDfJJIy/eOQs//jW417UC3RV3WGKxXGvZWElvghJbawW17HtEo+peQ1mS5cTf+sVa1miRrwRw6yMhUAJWgtzy6+CtmRQSvRVp2a0Z6GqMiqct5Gf9K0zxFd1MWnQRrE3r7YwIeKhL5hl6F57LbKnpJToXjOlG/x6JIE2wES2Gpe85NLa8oiz1pzZaNXdYSq6tCQdYlyTt4DlYjRDoo33looxcVkcbcGV4m+47ZRfwBrEbZmveHB3Zzoqlka3yCj/sgOWCFzl/jxHddZAqFZbk+/qKnUc8lwBSxMjZA/ePM4MoC7NtgMurcrRD7pBroppVyfWXdd9TQv8Sjc5+fYbsSZz4W/OQ27YeK13DmUJl2UekxNKayXAiDnwwJhaMBvq9bKsjKDCrUvHGNcU6FRoAvbXezJl2vuip1xK9FFX9U+wCRqyrdH1xUWu6MvCsgyH9HF5jZFI8MWNCQRijKdeyPhc4RoPAJUqSRAxps2E1WMrIX9TiLmSKGO+9ZW3cWxTzcevim3RgmTmB/vUn8vXfCq3MmDlO69FsjCcNzQpR4fFVbGrodDpAZdHie+FNnrSc0D9To0J4QpjYTqTqxYuB8eY1S2vLTApsXgF/j+bJEKFxXUSLgAAAABJRU5ErkJggg==data:image/png;base64,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Daniel Paleka: AI safety takeshttps://substack.com/@dpalekaBlogsNewsletter on AI safety news, delivered about every two months.16.5.1Daniel Paleka
https://i.imgur.com/mOPFR1o.png
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Krueger AI Safety Labwww.kasl.aiApplied ResearchAI safety research group at the University of Cambridge led by David Krueger.46.34.0.6KASLhttps://i.imgur.com/q7iTVPt.png
81
DeepMind Safety Researchhttps://deepmindsafetyresearch.medium.com/BlogsSafety research from DeepMind (hybrid academic/commercial lab).11.9.51xDeepMind Safety/logos/deepmind.pnghttps://avatars.githubusercontent.com/u/8596759?s=280&v=4
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Don't Worry about the Vasehttps://thezvi.wordpress.com/BlogsBlog by Zvi Mowshowitz on various topics, including AI.4.510.51Zvi Mowshowitzhttps://pbs.twimg.com/profile_images/2873511010/24e99a900de1fc5a22336b80aef68a59_400x400.pnghttps://pbs.twimg.com/profile_images/2873511010/24e99a900de1fc5a22336b80aef68a59_400x400.png
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Donations List Websitehttps://donations.vipulnaik.com/?cause_area_filter=AI+safetyResourcesTracking donations to AI safety. Full site planned for launch in 2025.14.32.1Donations Listhttps://i.imgur.com/L5l549I.pnghttps://i.imgur.com/L5l549I.png
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Dr. Roman V. Yampolskiyhttp://cecs.louisville.edu/ry/Conceptual ResearchAuthor of two books on AI safety and professor at University of Louisville with a background in cybersecurity.35.32.0.6Roman Yampolskiyhttps://futureoflife.org/wp-content/uploads/2021/03/2019ProPhotoRomanYampolskiy-e1616200373544.jpghttps://futureoflife.org/wp-content/uploads/2021/03/2019ProPhotoRomanYampolskiy-e1616200373544.jpg
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Dylan Hadfield-Menellhttps://people.csail.mit.edu/dhm/Conceptual ResearchAssistant professor at MIT working on agent alignment.39.29.0.6Dylan Hadfield-Menell/logos/hadfield-menell.jpghttps://pbs.twimg.com/profile_images/1043208990551732226/_b1s_rDx_400x400.jpgValue Alignment
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EA Infrastructure Fundhttps://funds.effectivealtruism.org/funds/ea-communityFundingAiming to increase the impact of effective altruism projects by increasing their access to talent, capital, and knowledge.53.13.1EAIF/logos/ea.pnghttps://2.bp.blogspot.com/-P5QqSayxZDw/V0maI_tp2cI/AAAAAAAAEE4/uRgoBQqOhKAqUK8KLmThjO7p8A50qWErgCLcB/s1600/Effective%2BAltruism.png
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EA Talkshttps://www.eatalks.org/MediaPodcast discussing AI safety and other effective altruism topics.13.16.1xEA Talks
https://i.imgur.com/Vvymi3Z.png
https://i.imgur.com/Vvymi3Z.png
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Effective Altruism Forumhttps://forum.effectivealtruism.org/BlogsForum on doing good as effectively as possible, including AI safety. Also has a podcast featuring text-to-speech narrations of top posts.8.5.1.8EA Forumhttps://2.bp.blogspot.com/-P5QqSayxZDw/V0maI_tp2cI/AAAAAAAAEE4/uRgoBQqOhKAqUK8KLmThjO7p8A50qWErgCLcB/s1600/Effective%2BAltruism.pnghttps://2.bp.blogspot.com/-P5QqSayxZDw/V0maI_tp2cI/AAAAAAAAEE4/uRgoBQqOhKAqUK8KLmThjO7p8A50qWErgCLcB/s1600/Effective%2BAltruism.png
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Effective Thesis: Academic Opportunitieshttps://effectivethesis.org/thesis-topics/human-aligned-ai/#:~:text=Academic%20research%20groups-,Find%20a%20thesis%20topic,-If%20you%E2%80%99re%20interestedCareer SupportLists thesis topic ideas in AI safety and coaches people working on them.42.9.0.8Effective Thesishttps://i.imgur.com/yLu3HLY.pnghttps://i.imgur.com/yLu3HLY.png
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Effective Thesis: Early Career Research Opportunitieshttps://airtable.com/shrvjOAM4V7AcCCVo/tbl9t9mP1A37OVhzy/viw2uGZu2li1jPc9qCareer SupportLists academic career opportunites for early-stage researchers, including jobs, fellowships, and internships.45.9.1xET Research Oppshttps://i.imgur.com/yLu3HLY.pnghttps://i.imgur.com/yLu3HLY.png
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EffiScienceshttps://ia.effisciences.org/Training and EducationFrench collective promoting mission-driven research to tackle global issues. Organizes conferences, hackathons, ML4Good bootcamps, and university reading groups and research projects.19.10.1.2xEffiSciences/logos/EffiSciences.png
https://drive.google.com/file/d/1YRN_cOLDzG90IzyIyzxdc1qGKH9dc-um/view?usp=sharing
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EleutherAIhttps://www.eleuther.ai/Applied ResearchOpen-source research lab focused on interpretability and alignment. Operates primarily through a public Discord server, where research is discussed and projects are coordinated.53.30.1EleutherAI/logos/eleuther.pnghttps://res.cloudinary.com/apideck/image/upload/w_196,f_auto/v1617661434/marketplaces/ckhg56iu1mkpc0b66vj7fsj3o/listings/oiyg8xqcbgtv61qlzl8j.png
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Eli LiflandEli LiflandStrategy and Governance ResearchIndependent researcher.39.18.0.6xEli Lifland/logos/lifland.jpghttps://pbs.twimg.com/profile_images/1562468270380158982/8038RBAs_400x400.jpgLLM Outer Alignment
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Enculturedhttps://www.encultured.ai/No Longer ActiveVideo game company focused on enabling the safe introduction of AI technologies into gaming.37.28.1xEncultured/logos/encultured.pnghttps://www.encultured.ai/images/illos/mindflower.pngMultipolar failure from lack of coordination
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Episomological Vigilance – Adam Shimi's Blog
https://epistemologicalvigilance.substack.com/
BlogsBlog by Conjecture researcher working on improving epistemics for AI safety.14.6.1xAdam Shimihttps://substackcdn.com/image/fetch/w_256,h_256,c_fill,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2F88092e6d-9455-4239-a3e4-b095f39eb8d4_512x512.jpeghttps://substackcdn.com/image/fetch/w_256,h_256,c_fill,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2F88092e6d-9455-4239-a3e4-b095f39eb8d4_512x512.jpeg
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Epoch AIhttps://epochai.org/Strategy and Governance ResearchResearch institute investigating key trends and questions that will shape the trajectory and governance of AI.24.21.51Epoch AIhttps://i.imgur.com/FZDIwTz.pnghttps://i.imgur.com/FZDIwTz.png
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European Network for AI Safetyhttps://enais.co/Research SupportConnecting researchers and policymakers for safe AI in Europe.32.15.51.4ENAIS/logos/enais.png
https://uploads-ssl.webflow.com/63b4259ca6da8a1efaecb75e/640684c2dbe6516592444a00_enais%20logo-p-500.png
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Existential Risk Alliance: Fellowshiphttps://erafellowship.org/Training and EducationIn-person, paid, 8-week summer AI safety research fellowship at the University of Cambridge.28.9.1.2ERA Fellowshiphttps://i.imgur.com/mprbXxv.pnghttps://i.imgur.com/mprbXxv.png
Supporting students and aspiring researchers in safeguarding the future of humanity
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Existential Risk Observatoryhttps://www.existentialriskobservatory.org/MediaReducing existential risks by informing the public debate.17.11.1EROhttps://i.imgur.com/H2gxgFZ.pnghttps://i.imgur.com/H2gxgFZ.png
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Fund for Alignment Researchhttps://far.ai/Applied ResearchEnsuring AI systems are trustworthy and beneficial to society by incubating and accelerating research agendas too resource-intensive for academia but not yet ready for commercialisation.43.31.51FAR.AIhttps://i.imgur.com/bD6YZv6.pngMany