# How Can Average People Contribute to AI Safety?

Introduction
============

By now you've probably read about how AI and AGI could have a transformative effect on the future and how AGI could even be an existential risk. But if you're worried about AI risk and not an AI researcher or policymaker, can you really do anything about it or are most of us just spectators, watching as a handful of people shape the future for everyone?

I recently came across a [paragraph](https://www.lesswrong.com/posts/fbfujF7foACS5aJSL/catastrophe-through-chaos) in one of Marius Hobbhahn's recent blog posts that partly inspired me to write this:

> **Most people are acutely aware of AI but powerless.** Only a tiny fraction of the population has influence over the AI trajectory. These are the employees at AI companies and some people in the government and military. Almost everyone else does not have the chance to meaningfully do something about it. The general sentiment in the population is that AI is going to alter the world a lot (similar to the societal awareness during the peak of the Cold War). Most people are aware of their powerlessness and express frustration about being bystanders to their own fate. AI is altering the world in so many ways at the same time that there is not a lot of targeted political action despite large shifts in popular sentiment.

Hobbhahn’s post is set in the late 2020s. But it seems worthwhile to have this post ready now for people who are concerned now or in case there is a flood of new users to LessWrong over the next several years trying to make sense of AI’s rapid progress.

It might simply be the case that AGI, like many powerful technologies, is shaped by a small group of influential people. In the worst case, as the quote describes, the rest of us would be mere bystanders watching passively as AI transforms the world around us. But it just seems more fair that if a technology is about to affect everyone's lives in significant ways, then ideally everyone should have an ability to positively influence the future of AI. As time goes on, there's increasing awareness of AGI and AGI risks but what's the point if this information is not actionable?

Of all the ways AI could shape the future, I’ll focus here on what I believe is the most important: the existential risk from AI. If AI is an existential threat to the existence of humanity, then it's everyone's problem whether they know it or not and it's in everyone's interest to take actions to reduce the risk. So what can regular people do?

Target audience
===============

I’lll have to make a few more assumptions. First, when I mean normal people, I mean someone like the median LessWrong reader since that's probably who will read this and for now, I think the problem addressed by this post mainly applies to that kind of person.

I think there are three kinds of people in the world in the context of AGI: people like Dario Amodei who are highly aware of AGI and its risks but also have an enormous amount of leverage in shaping its future, people like you and me who may be worried about AGI but are otherwise relatively average and uninfluential, and the actual median person from the population who has both limited awareness of AGI and also a limited ability to affect its development. This post is aimed at the middle group.

Ideal ways to contribute to AI safety
=====================================

Before we focus on what normal people could do, let's briefly consider what you would ideally do if you wanted to contribute to AI safety and reduce AGI x-risk.

The 80,000 Hours guide on AI risk has two main recommended paths for decreasing existential risk from AI: [technical AI safety](https://forum.effectivealtruism.org/posts/7WXPkpqKGKewAymJf/how-to-pursue-a-career-in-technical-ai-alignment) and [AI governance](https://80000hours.org/career-reviews/ai-policy-and-strategy/) and recommends following a career in one of these areas.

For technical AI safety, there are at least three highly impactful paths:

*   **AI lab researcher:** become a research engineer at a top AI lab like Anthropic and do technical AI safety research on areas like interpretability, model evaluations, or scalable oversight. Apart from commercial labs there are also non-profits like Redwood Research and more recently government-backed institutes like AI safety institutes.
*   **Academic researcher:** for example, you could get into a top PhD program like UC Berkeley and publish AI safety papers in top AI conferences.
*   **Independent AI safety research:** this path might involve technical research and possibly with more freedom than other paths.

To contribute to AI governance you could:

*   **AI governance organization:** work for an AI governance non-profit organization or think tank like The Center for the Governance of AI, or CSET.
*   **Government job:** have an influential job in the US, UK or EU governments that enables you to shape AI regulation.

If you can follow one of these career paths that's great but I don't think it's realistic to expect an average person to become the next Neel Nanda or Paul Christiano in order to contribute to AI safety.

What can average people do?
===========================

So what can the average person do to help?

As mentioned in the first paragraph, the worst case scenario is that average people can't have any meaningful influence on AGI and AGI x-risk reduction and are merely spectators watching the future unfold. But I think that's too pessimistic. The following sections outline practical ways that people like the median LessWrong reader can contribute to AI safety.

Become informed
---------------

If you're interested in AI safety or AI risk, you should definitely first educate yourself on the topic if you haven't already and continuously learn about the field.

Some good resources include the [AI Safety Fundamentals](https://aisafetyfundamentals.com/) course materials, [aisafety.info](http://aisafety.info), and some of the AI safety books such as The Alignment Problem, Human Compatible, and Superintelligence.

This advice may sound basic but many AI existential risk ideas are not intuitive (e.g. the orthogonality thesis). Understanding these concepts is crucial to avoid adding confusion to the broader conversation or embarrassing yourself. I lose a little faith in humanity every time I see a bad AI risk take on Twitter.

It's absolutely fine to disagree with claims in the field, but you should first familiarize yourself with the foundational concepts to avoid common misunderstandings. Learning ML also seems useful.

**Action item:** read a blog post about AI safety such as the AI alignment Wikipedia [page](https://en.wikipedia.org/wiki/AI_alignment).

Spread the message
------------------

Since reducing existential risk is extremely [valuable](https://existential-risk.com/concept.pdf) and superintelligent AI is one of the top existential risks facing humanity in the 21st century (according to the book [The Precipice](https://en.wikipedia.org/wiki/The_Precipice:_Existential_Risk_and_the_Future_of_Humanity#Risk_landscape)), then we should be talking about it more. While many young people are concerned about the future, these concerns often focus on [climate change](https://www.nytimes.com/2024/10/31/learning/the-issues-that-matter-most-to-teenagers-in-this-election.html) even though advanced AI is a greater existential risk.

Even if AI x-risk becomes a problem in several decades (though AI progress will probably be faster than that), starting the conversation now is essential for developing thoughtful, mature discussions. A diversity of perspectives is both valuable and necessary.

Try bringing up the future of AI with friends or family. If that feels uncomfortable, consider joining online discussions on platforms like LessWrong.

**Action item:** talk about AGI or AI safety with friends or write about it online. Write a Tweet about the future of AI or AI safety.

Become a member of LessWrong or the AI Alignment Forum
------------------------------------------------------

Another great way to contribute to AI safety is by engaging with the LessWrong or AI Alignment Forum communities which often discuss AI safety. You can start by reading posts, leaving useful comments, or writing your own posts on these forums.

These forums are highly accessible because anyone from around the world can contribute. Additionally, unlike regular forums, many users are professional AI safety researchers working in academia or at top AI labs like Anthropic, who share their latest work here alongside publishing papers. This means your comments could provide invaluable feedback on cutting-edge AI safety research.

You might also consider writing a post. Since text is high dimensional and these communities are relatively small, there's a good chance that if you don't post a specific idea or insight, then no one else ever will.

**Action item:** comment on a recent LessWrong or Alignment Forum post on AI safety or write a blog post on AI safety.

Ways to contribute to technical AI safety research
--------------------------------------------------

If you’re interested in contributing to technical AI safety research, two accessible entry points are AI evaluations (evals) and literature reviews. These forms of work don’t necessarily require advanced technical skills and can still provide valuable insights for the field.

*   **AI evals:** AI model evaluations are essential for detecting and quantifying any dangerous capabilities models may have such as deception, situational awareness, or the ability to create weapons of mass destruction. Evals could range from informal conversations or red-teaming to dataset-based evals that precisely quantify specific behaviors and capabilities. Since the capabilities of AI models span a huge range of tasks and are constantly changing, more work on AI evals seems valuable. Without sufficient evals, dangerous capabilities may be hidden and safeguards may not address all risks. See this [starter guide](https://www.lesswrong.com/posts/2PiawPFJeyCQGcwXG/a-starter-guide-for-evals#Learning_general_skills_approach) for more information.
*   **Literature reviews:** There's a lot of AI safety content out there but much of it has not been organized and distilled into a more understandable form. Literature reviews or [distillations](https://www.lesswrong.com/posts/zo9zKcz47JxDErFzQ/call-for-distillers) help address this issue by summarizing and organizing existing research. High-quality examples include the literature reviews on [goal directedness](https://www.lesswrong.com/posts/cfXwr6NC9AqZ9kr8g/literature-review-on-goal-directedness) and [natural abstractions](https://www.lesswrong.com/posts/Fut8dtFsBYRz8atFF/the-natural-abstraction-hypothesis-implications-and-evidence). Writing literature reviews can be a relatively straightforward way to contribute to AI safety because you only need to organize existing ideas rather than create new ones from scratch and new tools like OpenAI's Deep Research can help a lot.

**Action item:** run AI evals on an AI safety dataset such as the [Situational Awareness Dataset](https://github.com/LRudL/sad) and evaluate some frontier models. Write a literature review or LessWrong blog post on a specific AI safety concept.

Donate money
------------

The world [spends](https://www.lesswrong.com/posts/WGpFFJo2uFe5ssgEb/an-overview-of-the-ai-safety-funding-situation) about $100 million every year on technical and governance work designed to reduce existential risk from AI. While that might sound like a lot, it isn't much on a global level. By some estimates, the world spends hundreds of [billions](https://80000hours.org/problem-profiles/climate-change/) on climate change mitigation which is three orders of magnitude (1000x) more than AI safety. Collective financial support from many individuals could significantly influence the trajectory of AI safety work, especially for projects overlooked by large funders.

If you're interested in donating to AI safety, consider donating to the Long-Term Future Fund or one of the AI safety projects on [Manifund](https://manifund.org/). Many projects on Manifund have funding targets in the thousands or tens of thousands of dollars, making it possible for individual donors to have a significant impact.

**Action item:** donate $100 to the Long-Term Future Fund or a Manifund AI safety project.

Protest
-------

There are many reasons to believe that racing to build advanced AI systems is unwise.

While accelerating AGI development might bring its benefits sooner, it also introduces significant risks. A rapid race to build AGI could mean fewer resources such as time devoted to AI safety and less time for society to adapt -- factors that likely increase existential risk. Additionally, there's evidence that the American public is wary of advanced AI and prefers slow and safe development instead of rapid progress: a poll found that [72%](https://www.vox.com/future-perfect/2023/8/18/23836362/ai-slow-down-poll-regulation) of Americans prefer slowing down the development of AI whereas just 8% would prefer accelerating development.

History shows that public pressure can influence the course of high-stakes technological development. For example, in 1982, one [million](https://www.history.com/this-day-in-history/nuclear-disarmament-rally-new-york-central-park) people gathered in New York City to protest the nuclear arms race and call for disarmament, demonstrating the power of collective action. Peaceful protesting is [considered](https://www.amnesty.org/en/what-we-do/freedom-of-expression/protest/) to be a key tool for citizens in democratic countries to express concerns to their government and advocate for change.

Organizations like [Pause AI](https://pauseai.info/building-the-pause-button) advocate for an international treaty to halt AI training runs larger than GPT-4 until their safety can be assured. A treaty could help resolve the [collective action problem](https://en.wikipedia.org/wiki/Collective_action_problem) where the world would be collectively better off by slowing down AI progress but fails to do so because of individual incentives. Pause AI regularly organizes protests in cities around the world, offering opportunities for anyone to get involved.

**Action item:** attend a Pause AI protest.

Don't cause harm
----------------

Finally we should always aim to at least not cause harm. Avoid actions that might be net negative like accelerating AGI development, violence, lying or any other actions that could cause harm or undermine AI safety or society.

**Action item:** N/A.

Could average people really have an impact?
-------------------------------------------

In many fields, such as scientific research, impact follows a long-tailed [distribution](https://en.wikipedia.org/wiki/Lotka%27s_law), where top contributors have a much larger impact than average contributors. This suggests that most people are unlikely to have a significant impact. However, it's important to note that this difference is relative. Although some people can contribute much more than others, the absolute impact of the average contributor could still be large.

Since AI safety is important and neglected, it's possible for many people, including average people, to have a large positive absolute impact. Furthermore, although the impact of any individual may be limited, the sum of contributions from many individuals could be large.

A future worth fighting for
---------------------------

Finally we should be motivated to work on AI safety and strive for an amazing future.

Reducing existential risk is extremely important but AI safety is about more than just preventing the destruction of the status quo.

Instead what's at stake is an amazing future with a standard of living potentially much better than today. Here's a quote from *Machines of Loving Grace* by Dario Amodei which describes how good the world could be if advanced AI is developed in a way that is beneficial to humanity:

> But it is a world worth fighting for. If all of this really does happen over 5 to 10 years—the defeat of most diseases, the growth in biological and cognitive freedom, the lifting of billions of people out of poverty to share in the new technologies, a renaissance of liberal democracy and human rights—I suspect everyone watching it will be surprised by the effect it has on them. I don’t mean the experience of personally benefiting from all the new technologies, although that will certainly be amazing. I mean the experience of watching a long-held set of ideals materialize in front of us all at once. I think many will be literally moved to tears by it.

Related posts
=============

*   [AI safety starter pack](https://forum.effectivealtruism.org/posts/pbiGHk6AjRxdBPoD8/ai-safety-starter-pack)
*   [You don't need to be a genius to be in AI safety research](https://www.lesswrong.com/posts/WZZnKP9rXg9sSx9du/you-don-t-need-to-be-a-genius-to-be-in-ai-safety-research)
*   [Why people want to work on AI safety (but don’t)](https://forum.effectivealtruism.org/posts/QWuKM5fsbry8Jp2x5/why-people-want-to-work-on-ai-safety-but-don-t)