The Definitive AI Resources Repository
Written ByAvi Perera
A curated compilation of artificial intelligence resources, selected to assist with research, governance, and innovation. This repository synthesises perspectives from world-leading institutions, providing researchers, policymakers, and technology professionals with a comprehensive navigational guide to the online AI knowledge landscape.
Designed for researchers, technologists, and innovators, these resources represent the forefront of AI development—driving breakthrough technologies, exploring ethical implications, and pushing the boundaries of computational intelligence.
Organisations and Research Institutes
- Centre for the Governance of AI (GovAI) – https://www.governance.ai/
Advancing research on the governance and societal impact of artificial intelligence. - Leverhulme Centre for the Future of Intelligence (LCFI) – https://www.lcfi.ac.uk/
Interdisciplinary research on the implications of artificial intelligence. - Cambridge Centre for the Study of Existential Risk (CSER) – https://www.cser.ac.uk/
Researching global catastrophic risks to safeguard humanity’s future. - Cambridge Centre for AI in Medicine (CCAIM) – https://www.ccaim.cam.ac.uk/
Focusing on AI applications in healthcare and medical research. - Center for Human-Compatible AI (CHAI) – https://humancompatible.ai/
Pioneering research on aligning artificial intelligence with human values and interests. - Future of Life Institute (FLI) – https://futureoflife.org/
Multidisciplinary research centre exploring existential risks and transformative technologies. - Future of Humanity Institute (FHI) – https://www.fhi.ox.ac.uk/
Now closed, but research continues within Oxford University and external organisations. - Oxford Internet Institute – https://www.oii.ox.ac.uk/
Exploring the societal implications of the internet and digital technologies. - AI Now Institute – https://ainowinstitute.org/
Comprehensive research on social implications of artificial intelligence. - Institute for Law and AI – https://www.lawandai.org/
Examining the intersection of artificial intelligence and legal systems.
Policy and Governance Platforms
- Institute for AI Policy and Strategy (IAPS) – https://www.iaps.ai/
Exploring and guiding the transformative potential of advanced AI. - Partnership on AI – https://partnershiponai.org/
Multistakeholder organisation developing best practices for AI development. - AI Policy Exchange – https://www.aipolicyexchange.org/
Global platform for AI policy research and dialogue.
Technical Safety Research
- Alignment Research Center – https://www.alignmentresearchcenter.org/
Dedicated to ensuring advanced AI systems are aligned with human interests. - Machine Intelligence Research Institute (MIRI) – https://intelligence.org/
Pioneering research on ensuring beneficial artificial intelligence. - EleutherAI – https://www.eleuther.ai/
Open-source AI research collective focusing on large language models and AI safety.
Safety Frameworks and Guides
- AI Safety Research – https://deepmind.com & https://openai.com
Shaping the frontier of technical AI safety.
Ensuring AI systems are safe, reliable, and aligned with human values. - Model Card Frameworks – https://ai.google & https://huggingface.co/
Tools promoting transparency by documenting AI models’ use cases, limitations, and performance. - OECD AI Principles – https://oecd.ai/en/ai-principles
Guiding ethical, human-centered, and accountable AI development globally. - EU Artificial Intelligence Act – https://artificialintelligenceact.eu/
First comprehensive regulation on AI by a major global regulator. - ISO/IEC 23894:2023 – https://www.iso.org/standard/
Guidance on organisational risk management for AI systems development and deployment. - Singapore’s Model AI Governance Framework – https://www.pdpc.gov.sg/
A framework offering guidance on ethical and governance issues for AI in the private sector. - RAISED Framework – https://raised.world/
Practical framework for responsible AI development and deployment.
Learning and Development
- AI Safety Fundamentals – https://aisafetyfundamentals.com/
Online course by BlueDot Impact, focusing on AI safety for professionals and students. - DeepLearning.AI – https://www.deeplearning.ai/
Online AI courses by Andrew Ng, empowering millions to build and advance AI careers. - Hugging Face – https://huggingface.co/
Leading platform for open-source machine learning and AI models. - Papers with Code – https://paperswithcode.com/
Comprehensive repository of machine learning papers with corresponding code implementations. - Kaggle – https://www.kaggle.com/
Community platform for data science and machine learning competitions and resources.
Technical Research and Journals
- arXiv Computational Intelligence Sections – https://arxiv.org/list/cs.AI/recent
Free distribution of research papers in artificial intelligence and related fields. - Journal of Artificial Intelligence Research – https://www.jair.org/
Peer-reviewed academic journal publishing high-quality AI research.
Ethics and Responsible AI
- OECD.AI – https://oecd.ai/
A global AI policy observatory tracking 800+ initiatives from 69 countries and territories. - SSRN – Artificial Intelligence: Law, Policy, & Ethics eJournal – https://www.ssrn.com/
A repository of academic articles and papers on AI governance and policy. - arXiv – Computers and Society – https://arxiv.org/list/cs.CY/recent
A collection of technical papers on AI, focusing on societal impacts and novel applications. - Global AI Standards Repository – https://ethicsstandards.org/repository/
A centralized database tracking global standards for trustworthy and beneficial AI. - Center for AI and Digital Policy (CAIDP) – https://www.caidp.org/universal-guidelines-for-ai/
A non-profit advancing AI policy through resources like Universal Guidelines and annual reports. - AI Soft Law Database – https://lsi.asulaw.org/softlaw/the-database/
A resource analysing 634 global AI soft law programs to guide effective governance tools. - CLaiRK – Digital Policy Alert – https://digitalpolicyalert.org/
Offering interactive analysis of global AI regulations with daily updates and advanced features. - AI Ethics Lab – https://aiethicslab.com/
Research and consulting organisation focused on ethical AI development. - Algorithm Watch – https://algorithmwatch.org/
Independent non-profit researching and evaluating algorithmic decision-making systems.
- Google AI Blog – https://ai.googleblog.com/
Official blog showcasing Google’s latest AI research and innovations. - OpenAI Blog – https://openai.com/blog
Insights into OpenAI’s research, developments, and AI philosophy. - DeepMind Blog – https://deepmind.com/blog
Ground-breaking AI research and technological advancements.
- AI Conferences – such as https://icml.cc & https://nips.cc
The forefront of AI with research presentations from leading academics and industry experts. - Slack Communities – https://slack.com/
Many engaged communities for AI and machine learning, offering collaboration and discussion. - Reddit r/MachineLearning – https://www.reddit.com/r/MachineLearning/
Active community discussing latest AI research, techniques, and developments. - Medium – https://medium.com/
A platform where top AI researchers and thinkers share insights, ideas, and coding tips. - AI Stack Exchange – https://ai.stackexchange.com/
Q&A platform for machine learning, AI, and data science professionals. - PromptZone – https://www.promptzone.com/
A leading community for sharing and discussing AI prompt engineering and innovations. - AISafety.com – Including events and training, and AI safety communities
- MIT OpenCourseWare AI Courses – https://ocw.mit.edu/search/?q=artificial+intelligence
Free online courses covering various aspects of artificial intelligence. - Stanford Online AI Courses – https://online.stanford.edu/courses/artificial-intelligence
High-quality AI and machine learning courses from Stanford University. - Vector Institute for Artificial Intelligence – https://vectorinstitute.ai/
Advancing AI research and training for students, businesses, and professionals.
- Open Philanthropy AI Fellowship – https://www.openphilanthropy.org/
Supporting breakthrough research in artificial intelligence and related fields. - Future of Life Institute – Grants – https://grants.futureoflife.org/
Offering diverse grant opportunities for AI existential safety research, fellowships, and project proposals. - Long-Term Future Fund (LTFF) – https://funds.effectivealtruism.org/funds/far-future
Supports projects in AI, research, and movement-building to prepare for and shape the long-term future. - Apply for Funding – https://www.ukri.org/
Providing funding and support across diverse academic and industrial sectors.
UKRI Studentships – https://www.ukri.org/apply-for-funding/studentships-and-doctoral-training/
Funding opportunities for PhDs and research internships across various disciplines in the UK.
Most PhD sponsorship in the UK is provided through UKRI Studentships.
- MIT Technology Review AI Section – https://www.technologyreview.com/topic/artificial-intelligence/
Cutting-edge reporting on AI innovations and societal impacts. - This website!🥰
The AI Alignment and Governance Landscape – AI Safety World
Lots of links – AI Safety Support
Caution and Disclaimer
This repository is a living document which will be continuously expanded. The AI field evolves rapidly, so always verify the current status and relevance of these resources. Contributions, corrections, and suggestions are welcome! Bookmark this page!
Last Updated: November 2024
Avi is a researcher educated at the University of Cambridge, specialising in the intersection of AI Ethics and International Law. Recognised by the United Nations for his work on autonomous systems, he translates technical complexity into actionable global policy. His research provides a strategic bridge between machine learning architecture and international governance.
