Resources

Readings & resources

Resources to help you get started in AI safety and understand the shifting landscape.

Curated library

All

A curated collection of courses, readings, tools, and communities for understanding AI safety and finding ways to contribute.

05

Courses

Structured learning paths for building a clear foundation in AI safety, strategy, and effective action.

  1. Lens AcademyCourses

    LAISH Fellowship Coursework

    Based on the AI Safety Atlas, this is the core coursework used in our Foundations of AI Safety Fellowship.

  2. BlueDot ImpactCourses

    BlueDot Impact Courses

    Cohort-based courses in AI safety, governance, and strategy for people exploring high-impact work.

  3. Lens AcademyCourses

    Lens Academy Courses

    A growing catalogue of courses on AI safety, alignment, control, and related technical topics.

  4. Google DeepMind Safety ResearchCourses

    Short Course on AGI Safety

    An introductory technical course from DeepMind researchers on the foundations and open problems of AGI safety.

  5. Effective AltruismCourses

    Effective Altruism Introductory Program

    A guided introduction to using evidence and careful reasoning to find effective ways of improving the world.

03

Europe

Analysis and practical guides focused on Europe's role in governing increasingly capable AI systems.

  1. Europe 2031Europe

    Europe 2031

    A scenario examining the geopolitical and economic choices Europe may face as AI capabilities accelerate.

  2. Future of AI InstituteEurope

    The Race Worth Winning

    An argument for how middle powers can shape a safer and more prosperous age of machine intelligence.

  3. AI Act Service DeskEurope

    EU Artificial Intelligence Act

    An independent resource hub for understanding the EU AI Act, its timeline, obligations, and implementation.

03

Technical

Accessible starting points for understanding neural networks, modern AI systems, and technical safety debates.

  1. 3Blue1BrownTechnical

    Neural Networks

    A visual video series explaining how neural networks learn, from first principles through modern language models.

  2. arXivTechnical

    Attention Is All You Need

    The landmark research paper that introduced the Transformer architecture underlying today's leading language models.

  3. Zvi MowshowitzTechnical

    Don't Worry About the Vase

    Frequent, detailed commentary on AI capabilities, safety research, policy, and industry developments.

04

Governance

Scenarios, strategies, and political analysis for navigating the transition to advanced AI.

  1. Institute for AI Policy and StrategyGovernance

    Strategic Visions in AI Governance

    A report mapping strategic approaches to governing the development and deployment of advanced AI.

  2. AI Futures ProjectGovernance

    AI 2027

    A detailed scenario exploring how rapid progress toward superhuman AI could unfold and reshape global affairs.

  3. AI 2040Governance

    AI 2040: Plan A

    A proposal for international transparency and cooperation on a safe path toward highly capable AI.

  4. ChinaTalkGovernance

    ChinaTalk

    A newsletter and podcast on technology, national security, and Chinese policy, with extensive coverage of AI competition.

05

Communities & Opportunities

Places to find training, roles, collaborators, and thoughtful discussion across the AI safety community.

  1. 80,000 HoursCommunities & Opportunities

    80,000 Hours Job Board

    A curated job board for roles tackling pressing global problems, including technical and governance work in AI safety.

  2. AISafety.comCommunities & Opportunities

    AI Safety Training Directory

    A directory of courses, fellowships, research programs, and workshops for developing AI safety skills.

  3. AI Safety AtlasCommunities & Opportunities

    Atlas of AI Safety Training

    A searchable database of AI safety training programs and learning opportunities around the world.

  4. LessWrongCommunities & Opportunities

    LessWrong

    An online community for improving reasoning and discussing AI alignment, forecasting, and long-term challenges.

  5. Effective AltruismCommunities & Opportunities

    Effective Altruism Forum

    A forum for research, debate, and coordination among people working on high-impact global problems.

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