AI Safety Fundamentals

What is AI Safety?

AI safety focuses on developing technologies and governance interventions to prevent harms caused by AI systems.

Artificial intelligence could be one of the most impactful technologies developed this century. However, ensuring these systems are safe is an open problem, which encompasses a wide range of AI alignment, governance and ethics challenges.

Tackling these challenges will require a concerted effort from researchers, policymakers and many others in the decades to come.

We run courses that give individuals the knowledge, skills and connections to contribute to this effort.

Our current courses primarily focus on preventing catastrophic risks arising from future AI systems. We focus on catastrophic risks because we think they are neglected relative to their scale.

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Build your foundations

Join a 2,000+ strong community of people who’ve done our courses on AI Safety.

We recommend most people start out with our free 5-day Intro to Transformative AI course. The course can be done alongside work or study in about 15 hours during the week. You’ll follow a curriculum designed to accelerate your understanding of key AI safety concepts, supported by a trained facilitator in live small group classes.

Intro to Transfomative AI

For those who want to rapidly develop their understanding of transformative AI and its impact on the world.

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Calling all economists

These courses are designed for economists who want to rapidly develop their understanding of transformative AI and its economic impacts.

We offer a 5-day and 5-week version of this course. You’ll follow a curriculum designed to accelerate your understanding of AI’s impact on the economy supported by a trained facilitator in live small group classes.

Economics of Transformative AI Fast-Track

For those who want to fast-track their understanding in a 5-day intensive course.

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Economics of Transformative AI

Designed to be completed alongside full-time work or study over 5 weeks.

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Take your next steps

Keen to fast-track your understanding of AI safety?

These 5-day intensive courses start exploring technical and governance solutions to some of the challenges in AI safety. You’ll follow an up-to-date curriculum designed by world leading experts, supported by a trained facilitator in live small group classes.

Our graduates have gone on to lead safety teams at top AI labs, become senior government policymakers working on AI, or found startups working on AI safety.

Alignment Fast-Track

For people with a technical background interested rapidly exploring research agendas for aligning AI systems with intended goals.

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Governance Fast-Track

For policymakers and similar stakeholders interested in AI governance mechanisms. Explores policy levers for steering the future of AI development.

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Our graduates work at

Testimonials

Matthew Bradbury

Senior AI Risk Analyst in the UK Government

This course was the first step in my career in AI safety. The BlueDot course allowed me to bridge the gap between my previous career as an economist to now working in the UK Government AI Directorate. The course provided me with a great introduction to the field, and allowed me to meet some great people with whom I am still friends. I'd recommend this course to anyone!

Matthew Bradbury

Senior AI Risk Analyst in the UK Government

Alexandra Souly

Technical Staff at the UK AI Safety Institute

Thanks to this course, I became seriously interested in pursuing AI Safety, which prompted a career change. With the knowledge I gained from the course, I secured funding that allowed me to quit my job and return to university to upskill in AI. Through the community, I discovered other opportunities to learn about and contribute to AI safety, such as participating in MLAB and securing an internship at CHAI.

Alexandra Souly

Technical Staff at the UK AI Safety Institute

Michael Aird

Advisor at the Institute for AI Policy and Strategy

This is probably the best public reading list on AI Governance. It is the public list I most often recommend for learning about AI governance, including to new staff on my research team.

Michael Aird

Advisor at the Institute for AI Policy and Strategy

Marlene Staib

Research Engineer at Google DeepMind

The best thing about the course for me was the community - on Slack and in our discussion groups. It makes it easier to feel part of something and commit to the ideas we were exploring.

Marlene Staib

Research Engineer at Google DeepMind

Jun Shern Chan

Research Contractor at OpenAI

The AISF Alignment Course was my first real contact with the alignment problem, and I got a lot out of it: I really enjoyed the discussions+content, but more than that I was able to get connected with many people whom I later started working with, enabling me to leave my previous robotics job and transition to full-time alignment research.

Jun Shern Chan

Research Contractor at OpenAI

Sarah Cogan

Software Engineer at Google DeepMind

I participated in the AISF Alignment Course last year and consider it to be the single most useful step I've taken in my career so far. I cannot recommend the program strongly enough.

Sarah Cogan

Software Engineer at Google DeepMind

Kendrea Beers

Horizon Junior Fellow at the Center for Security and Emerging Technology

This was the most positively impactful course I’ve ever taken (unless you count the high school class in which I got to know my husband!), as it gave me the background to engage with the AI safety and governance communities. I don’t know how I would have gotten up to speed otherwise, and it opened the door to pretty much everything I’ve done professionally for the past couple years.

Kendrea Beers

Horizon Junior Fellow at the Center for Security and Emerging Technology

Matthew Bradbury

Senior AI Risk Analyst in the UK Government

This course was the first step in my career in AI safety. The BlueDot course allowed me to bridge the gap between my previous career as an economist to now working in the UK Government AI Directorate. The course provided me with a great introduction to the field, and allowed me to meet some great people with whom I am still friends. I'd recommend this course to anyone!

Matthew Bradbury

Senior AI Risk Analyst in the UK Government

Alexandra Souly

Technical Staff at the UK AI Safety Institute

Thanks to this course, I became seriously interested in pursuing AI Safety, which prompted a career change. With the knowledge I gained from the course, I secured funding that allowed me to quit my job and return to university to upskill in AI. Through the community, I discovered other opportunities to learn about and contribute to AI safety, such as participating in MLAB and securing an internship at CHAI.

Alexandra Souly

Technical Staff at the UK AI Safety Institute

Michael Aird

Advisor at the Institute for AI Policy and Strategy

This is probably the best public reading list on AI Governance. It is the public list I most often recommend for learning about AI governance, including to new staff on my research team.

Michael Aird

Advisor at the Institute for AI Policy and Strategy

Marlene Staib

Research Engineer at Google DeepMind

The best thing about the course for me was the community - on Slack and in our discussion groups. It makes it easier to feel part of something and commit to the ideas we were exploring.

Marlene Staib

Research Engineer at Google DeepMind

Jun Shern Chan

Research Contractor at OpenAI

The AISF Alignment Course was my first real contact with the alignment problem, and I got a lot out of it: I really enjoyed the discussions+content, but more than that I was able to get connected with many people whom I later started working with, enabling me to leave my previous robotics job and transition to full-time alignment research.

Jun Shern Chan

Research Contractor at OpenAI

Sarah Cogan

Software Engineer at Google DeepMind

I participated in the AISF Alignment Course last year and consider it to be the single most useful step I've taken in my career so far. I cannot recommend the program strongly enough.

Sarah Cogan

Software Engineer at Google DeepMind

Kendrea Beers

Horizon Junior Fellow at the Center for Security and Emerging Technology

This was the most positively impactful course I’ve ever taken (unless you count the high school class in which I got to know my husband!), as it gave me the background to engage with the AI safety and governance communities. I don’t know how I would have gotten up to speed otherwise, and it opened the door to pretty much everything I’ve done professionally for the past couple years.

Kendrea Beers

Horizon Junior Fellow at the Center for Security and Emerging Technology

Matthew Bradbury

Senior AI Risk Analyst in the UK Government

This course was the first step in my career in AI safety. The BlueDot course allowed me to bridge the gap between my previous career as an economist to now working in the UK Government AI Directorate. The course provided me with a great introduction to the field, and allowed me to meet some great people with whom I am still friends. I'd recommend this course to anyone!

Matthew Bradbury

Senior AI Risk Analyst in the UK Government

Projects

Here are the top projects from students on our AI safety courses.

Our students work on these projects part-time for 4 weeks, applying their learnings from the course to take their next steps in AI safety. See all the projects here.

Contextual Constitutional AI

By Akshat Naik

Safety Haven: Justifying and exploring an antitrust safe haven for AI safety research collaboration

By Ella Duus

Start your AI safety journey with our Intro to Transformative AI course, designed by experts to accelerate your understanding of key AI safety concepts. Apply now Learn more

What is AI Safety?

AI safety focuses on developing technologies and governance interventions to prevent harms caused by AI systems.

Build your foundations

Join a 2,000+ strong community of people who’ve done our courses on AI Safety.

Intro to Transfomative AI

Calling all economists

These courses are designed for economists who want to rapidly develop their understanding of transformative AI and its economic impacts.

Economics of Transformative AI Fast-Track

Economics of Transformative AI

Take your next steps

Keen to fast-track your understanding of AI safety?

Alignment Fast-Track

Governance Fast-Track

Our graduates work at

Testimonials

This is probably the best public reading list on AI Governance. It is the public list I most often recommend for learning about AI governance, including to new staff on my research team.

The best thing about the course for me was the community - on Slack and in our discussion groups. It makes it easier to feel part of something and commit to the ideas we were exploring.

I participated in the AISF Alignment Course last year and consider it to be the single most useful step I've taken in my career so far. I cannot recommend the program strongly enough.

This is probably the best public reading list on AI Governance. It is the public list I most often recommend for learning about AI governance, including to new staff on my research team.

The best thing about the course for me was the community - on Slack and in our discussion groups. It makes it easier to feel part of something and commit to the ideas we were exploring.

I participated in the AISF Alignment Course last year and consider it to be the single most useful step I've taken in my career so far. I cannot recommend the program strongly enough.

Projects

Here are the top projects from students on our AI safety courses.

Contextual Constitutional AI

Safety Haven: Justifying and exploring an antitrust safe haven for AI safety research collaboration

AI Safety

Fundamentals

Start your AI safety journey with our Intro to Transformative AI course, designed by experts to accelerate your understanding of key AI safety concepts.

Apply now Learn more