AI Links & Resources
Discover Partners, Networks and Resources
Building on AI is the foundation of many specialist organzations, institutions and agencies.
Get to know them.
Exploiting AI with experience, ideas and the right mindset requires an effort of many people and institutions. There are many players in business, governance, non-government organizations and agencies that drive AI adoption and initiatives like "AI for Good" forward.
AI covers a vast array of topics and no single human being or team can master them all. So, depending on your interests and your targets, you should take the effort and look around you. Which organizations lead the way? Who drives your relevant topics forward?
We try to make it easier for you - with a list of great resources that might help you make the next step or just find what you are looking for. And if you discover further important players - please let us know!
(1) Global AI Governance & Policy
United Nations – AI for Good
The UN’s “AI for Good” initiative connects innovators, governments, and civil society to explore how AI can accelerate progress toward the Sustainable Development Goals (SDGs). It acts as a global meeting point where technology and social impact intersect.
UNESCO – AI Ethics Recommendations
In 2021, UNESCO adopted the first global standard on the ethics of AI. This framework helps countries and organizations develop AI in ways that respect human rights, transparency, and fairness. It is one of the most widely referenced ethical guidelines worldwide.
unesco.org/en/artificial-intelligence
OECD – AI Policy Observatory
The Organisation for Economic Co-operation and Development (OECD) runs a global observatory that tracks AI policies, strategies, and regulations across countries. It provides a knowledge hub for governments and researchers who want to compare approaches and learn best practices.
European Union AI Office
As the implementing body of the EU AI Act, the AI Office is the first major regulator enforcing legally binding AI rules. Its work will shape how AI is used in business, research, and public administration across Europe—and likely beyond.
Council of Europe – AI & Human Rights
The Council of Europe is developing the world’s first binding treaty on AI and human rights. Its goal is to ensure that AI systems protect democracy, dignity, and the rule of law across its 46 member states.
World Economic Forum – Centre for the Fourth Industrial Revolution (C4IR AI)
The World Economic Forum’s AI initiatives bring together business leaders, policymakers, and experts to shape the global agenda on responsible and innovative AI adoption. Through its C4IR network, the Forum pilots projects that balance innovation with ethics.
Global Partnership on AI (GPAI)
Launched by countries including Canada, France, and Japan, GPAI is a multi-stakeholder initiative that unites governments, researchers, and civil society. Its mission is to bridge the gap between AI theory and practice—focusing on responsible use in areas like healthcare, climate, and labor markets.
(2) Leading Academic & Research Institutions
Stanford HAI – Human-Centered AI
Stanford University’s Human-Centered AI Institute (HAI) focuses on research and policy that keeps people at the center of AI development. It blends technology, ethics, and public impact, making it one of the most influential academic voices in responsible AI worldwide.
MIT CSAIL
The Computer Science and Artificial Intelligence Laboratory (CSAIL) at MIT is a global powerhouse of AI research, pioneering advances from machine learning to robotics. Many breakthroughs that shape today’s AI ecosystem trace back to CSAIL.
Oxford Institute for Ethics in AI
Housed at the University of Oxford, this institute explores the ethical and philosophical challenges AI poses to society. Its work informs global debates on fairness, accountability, and the role of AI in democracy.
University of Cambridge – Leverhulme Centre for the Future of Intelligence (LCFI)
The LCFI studies AI’s long-term impact on humanity, bringing together philosophers, computer scientists, and social scientists. It looks beyond short-term hype, asking big questions about intelligence, ethics, and the future of human-AI relations.
Carnegie Mellon University – AI Research
Carnegie Mellon University is one of the birthplaces of AI research. Today, CMU leads in areas like autonomous systems, natural language processing, and robotics, making it a central hub for innovation in both academia and industry.
ETH Zurich – AI Center
ETH Zurich is one of Europe’s most respected universities in science and engineering. Its AI Center connects researchers across disciplines to develop trustworthy and socially responsible AI technologies.
Tsinghua University – Institute for AI International Governance (I-AIIG)
Often called the “MIT of China,” Tsinghua University runs a leading institute on AI governance and international cooperation. It advises policymakers on aligning AI development with safety and ethics while promoting global dialogue.
https://aiig.tsinghua.edu.cn/en/
Max Planck Institute for Intelligent Systems
Based in Germany, the Max Planck Institute is a leading research center on robotics, machine learning, and computer vision. Its interdisciplinary teams explore how intelligent systems can interact safely and effectively with the real world.
(3) Think Tanks & NGOs
Partnership on AI
Founded by companies like Google, Microsoft, and IBM alongside nonprofits and academics, the Partnership on AI works to establish best practices for responsible AI. It brings together diverse voices to shape AI that benefits society as a whole.
Future of Life Institute
This nonprofit is dedicated to ensuring technology—especially AI—remains aligned with human values and long-term safety. It raises awareness of risks such as autonomous weapons and advocates for beneficial AI applications.
AI Now Institute (NYU)
Based at New York University, the AI Now Institute investigates the social and political implications of artificial intelligence. It is known for research on bias, accountability, and the impacts of AI on labor and civil rights.
Ada Lovelace Institute
Named after one of the first computer pioneers, this UK-based think tank focuses on making sure data and AI work for people and society. It provides independent research and public engagement on the ethics and governance of technology.
Alan Turing Institute (UK)
The UK’s national center for data science and artificial intelligence, the Turing Institute brings together top researchers to address real-world AI challenges. Its work spans healthcare, finance, public policy, and AI ethics.
Montreal AI Ethics Institute
This community-driven nonprofit produces accessible, practical research on AI ethics and governance. Its “State of AI Ethics” reports are widely read by policymakers, businesses, and academics worldwide.
BigScience Project (Hugging Face)
Launched in 2021, BigScience is a collaborative open-science effort that brought together over 1,000 researchers to build large-scale AI models transparently. It champions open access, inclusivity, and responsible research practices.
(4) Industry Alliances & Open Initiatives
OpenAI
Founded with the mission of ensuring that artificial general intelligence (AGI) benefits all of humanity, OpenAI develops advanced AI systems like ChatGPT. It also publishes research on alignment and safety while engaging in policy discussions.
Anthropic
Created by former OpenAI researchers, Anthropic focuses on AI safety and alignment. Its work includes Claude, an advanced language model designed with a strong emphasis on reliability, ethics, and interpretability.
DeepMind (Google)
A pioneer in modern AI, DeepMind is known for breakthroughs like AlphaGo and AlphaFold. Its mission is to solve intelligence and apply it to tackle global challenges in science, healthcare, and sustainability.
Meta AI Research
Meta’s AI division is one of the largest open research organizations in the field. It supports projects like PyTorch (open-source ML framework) and develops models such as LLaMA, with a focus on advancing AI for community use.
Microsoft – AI for Good
Microsoft’s AI initiatives emphasize ethical applications in healthcare, education, environment, and accessibility. The company invests heavily in responsible AI frameworks, both in its products and in global collaborations.
IBM Research – AI Ethics & Trust
IBM has long been a leader in trustworthy AI, developing frameworks for fairness, explainability, and governance. Its research also explores AI applications in business, science, and public good.
MLCommons
MLCommons is a global nonprofit building benchmarks, datasets, and best practices for AI. Its work, such as the MLPerf benchmark, helps ensure fair comparisons and accelerates innovation in machine learning.
Linux Foundation AI & Data
This open-source foundation supports collaborative projects that advance open and responsible AI development. It provides governance, tools, and communities to make AI technology more accessible.
(5) Education & Public Literacy
AI4K12
AI4K12 is a U.S.-based initiative that develops national guidelines for teaching AI in K–12 schools. It provides educators with resources, lesson plans, and frameworks to introduce AI concepts safely and effectively to students.
Elements of AI (University of Helsinki)
This free, global online course teaches fundamental AI concepts in an accessible, non-technical way. Millions of learners worldwide have taken it, making it one of the most impactful public AI literacy programs.
AI4ALL
AI4ALL works to increase diversity and inclusion in AI education. It provides programs, camps, and mentorship for high school students, particularly targeting underrepresented communities in tech.
Coursera – AI for Everyone (Andrew Ng)
Created by AI pioneer Andrew Ng, this course teaches non-technical audiences the fundamentals of AI and its societal impact. It empowers learners to understand AI applications and ethical considerations in their work.
https://www.coursera.org/learn/ai-for-everyone
Khan Academy – AI-Powered Learning
Khan Academy integrates AI tools to provide personalized learning experiences for students across subjects. Its goal is to enhance learning outcomes using accessible, adaptive AI-based support.
AI Education Project (AIEDU)
Based in the U.S., AIEDU develops AI curricula, workshops, and teacher training programs. Its focus is on equipping educators to teach AI responsibly while engaging students with practical, hands-on experiences.
(6) Ethics, Human Rights, and Sustainability
AI Ethics Lab
The AI Ethics Lab partners with organizations to embed ethical principles into AI projects from the start. It provides actionable guidance on fairness, accountability, and societal impact, bridging theory and practice.
Montreal Declaration for a Responsible Development of AI
This international framework provides guiding principles for ethical AI development. It addresses issues such as privacy, transparency, and human well-being, influencing both policy and corporate practice globally.
montrealdeclaration-responsibleai.com
IEEE Global Initiative on Ethics of Autonomous & Intelligent Systems
The IEEE initiative develops standards and recommendations for ethical AI. It helps engineers, researchers, and organizations ensure that AI systems are designed with human rights, safety, and fairness in mind.
Human Rights Watch – AI & Rights Reports
Human Rights Watch studies the impact of AI on civil liberties, highlighting risks like surveillance, discrimination, and algorithmic bias. Its reports inform policymakers, the public, and the tech industry about potential harms.
Access Now – AI & Digital Rights
Access Now advocates for digital rights and safe AI deployment worldwide. The organization focuses on protecting privacy, promoting transparency, and preventing AI-enabled abuses of power.
Responsible AI Institute
The Responsible AI Institute certifies companies and AI tools against responsible and ethical AI standards. Its work helps organizations build trust with users and ensures AI systems align with societal values.
(7) Influential Thought Leaders
Yoshua Bengio
Yoshua Bengio is a pioneer of deep learning and AI research. He advocates for ethical AI development and works to ensure that AI technologies are aligned with human values and social good.
Geoffrey Hinton
Known as one of the fathers of deep learning, Geoffrey Hinton has made foundational contributions to neural networks and AI. He is also a vocal advocate for AI safety and responsible deployment.
https://www.cs.toronto.edu/~hinton/
Yann LeCun
Yann LeCun is Chief AI Scientist at Meta and a leader in deep learning research. He promotes open collaboration and transparent AI development while driving innovations in computer vision and natural language processing.
Fei-Fei Li
Fei-Fei Li is a Stanford professor and leader in AI for healthcare, education, and human-centered applications. She champions diversity in AI and advocates for the ethical integration of AI technologies.
https://profiles.stanford.edu/fei-fei-li
Timnit Gebru
Timnit Gebru is a leading researcher on AI bias, ethics, and social impact. She founded the DAIR Institute to promote responsible AI research and raise awareness of discriminatory AI practices.
Joy Buolamwini
Founder of the Algorithmic Justice League, Joy Buolamwini investigates bias and fairness in AI systems. Her research has exposed discriminatory patterns in facial recognition and AI decision-making.
Andrew Ng
Andrew Ng is co-founder of Coursera and DeepLearning.AI, and a globally recognized AI educator and researcher. He has trained millions in AI and promotes accessible, responsible AI education worldwide.
Demis Hassabis
Demis Hassabis is CEO of DeepMind, driving cutting-edge AI research that combines neuroscience, machine learning, and robotics. His work has produced breakthroughs in protein folding, games, and AI applications for global challenges.
(8) Further Impressive Initiatives
Wadhwani Institute for Artificial Intelligence (Wadhwani AI)
A Mumbai-based non-profit institute founded in 2018 that develops AI solutions for developing countries in the areas of agriculture, health, education and financial inclusion. Already funded by Google.org and USAID.
European Laboratory for Learning and Intelligent Systems (ELLIS)
A pan-European network for the promotion of AI research with social relevance. 43 locations, own PhD and postdoc programs and a strong focus on openness and ethics.
Bayes Impact
A non-profit from San Francisco (since 2014) that uses AI and data science to tackle social problems - such as personalized advice for the unemployed or transparency in police violence.
AI for Good UK
An initiative with an ambitious goal ("100 million people helped") and a focus on the ethical use of AI - including solutions for domestic violence and cooperation with the UN and governments.
Education Above All Foundation (Qatar)
Founded in 2012, EAA works to provide quality education for marginalized children and youth worldwide. Through global programs, it removes barriers to learning and empowers young people to reach their full potential.