People often ask me for career advice related to AGI safety. This post (now also translated into Spanish) summarizes the advice I most commonly give. I’ve split it into three sections: general mindset, alignment research and governance work. For each of the latter two, I start with high-level advice aimed primarily at students and those early in their careers, then dig into more details of the field. See also this post I wrote two years ago, containing a bunch of fairly general career advice.

General mindset

In order to have a big impact on the world you need to find a big lever. This document assumes that you think, as I do, that AGI safety is the biggest such lever. There are many ways to pull on that lever, though—from research and engineering to operations and field-building to politics and communications. I encourage you to choose between these based primarily on your personal fit—a combination of what you're really good at and what you really enjoy. In my opinion the difference between being a great versus a mediocre fit swamps other differences in the impactfulness of most pairs of AGI-safety-related jobs.

How should you find your personal fit? To start, you should focus on finding work where you can get fast feedback loops. That will typically involve getting hands-on or doing some kind of concrete project (rather than just reading and learning) and seeing how quickly you can make progress. Eventually, once you've had a bunch of experience, you might notice a feeling of confusion or frustration: why is everyone else missing the point, or doing so badly at this? (Though note that a few top researchers commented on a draft to say that they didn't have this experience.) For some people that involves investigating a specific topic (for me, the question “what’s the best argument that AGI will be misaligned?“); for others it's about applying skills like conscientiousness (e.g. "why can't others just go through all the obvious steps?") Being excellent seldom feels like you’re excellent, because your own abilities set your baseline for what feels normal.

What if you have that experience for something you don't enjoy doing? I expect that this is fairly rare, because being good at something is often very enjoyable. But in those cases, I'd suggest trying it until you observe that even a string of successes doesn't make you excited about what you're doing; and at th...

Melanie Schmid-Falter

Melanie Schmid-Falter