#110 – Holden Karnofsky on building aptitudes and kicking ass

#110 – Holden Karnofsky on building aptitudes and kicking ass

Holden Karnofsky helped create two of the most influential organisations in the effective philanthropy world. So when he outlines a different perspective on career advice than the one we present at 80,000 Hours — we take it seriously.

Holden disagrees with us on a few specifics, but it's more than that: he prefers a different vibe when making career choices, especially early in one's career.

Links to learn more, summary and full transcript.

While he might ultimately recommend similar jobs to those we recommend at 80,000 Hours, the reasons are often different.

At 80,000 Hours we often talk about ‘paths’ to working on what we currently think of as the most pressing problems in the world. That’s partially because people seem to prefer the most concrete advice possible.

But Holden thinks a problem with that kind of advice is that it’s hard to take actions based on it if your job options don’t match well with your plan, and it’s hard to get a reliable signal about whether you're making the right choices.

How can you know you’ve chosen the right cause? How can you know the job you’re aiming for will be helpful to that cause? And what if you can’t get a job in this area at all?

Holden prefers to focus on ‘aptitudes’ that you can build in all sorts of different roles and cause areas, which can later be applied more directly.

Even if the current role doesn’t work out, or your career goes in wacky directions you’d never anticipated (like so many successful careers do), or you change your whole worldview — you’ll still have access to this aptitude.

So instead of trying to become a project manager at an effective altruism organisation, maybe you should just become great at project management. Instead of trying to become a researcher at a top AI lab, maybe you should just become great at digesting hard problems.

Who knows where these skills will end up being useful down the road?

Holden doesn’t think you should spend much time worrying about whether you’re having an impact in the first few years of your career — instead you should just focus on learning to kick ass at something, knowing that most of your impact is going to come decades into your career.

He thinks as long as you’ve gotten good at something, there will usually be a lot of ways that you can contribute to solving the biggest problems.

But Holden’s most important point, perhaps, is this: Be very careful about following career advice at all.

He points out that a career is such a personal thing that it’s very easy for the advice-giver to be oblivious to important factors having to do with your personality and unique situation.

He thinks it’s pretty hard for anyone to really have justified empirical beliefs about career choice, and that you should be very hesitant to make a radically different decision than you would have otherwise based on what some person (or website!) tells you to do.

Instead, he hopes conversations like these serve as a way of prompting discussion and raising points that you can apply your own personal judgment to.

That's why in the end he thinks people should look at their career decisions through his aptitude lens, the '80,000 Hours lens', and ideally several other frameworks as well. Because any one perspective risks missing something important.

Holden and Rob also cover:

• Ways to be helpful to longtermism outside of careers
• Why finding a new cause area might be overrated
• Historical events that deserve more attention
• And much more

Chapters:

  • Rob’s intro (00:00:00)
  • Holden’s current impressions on career choice for longtermists (00:02:34)
  • Aptitude-first vs. career path-first approaches (00:08:46)
  • How to tell if you’re on track (00:16:24)
  • Just try to kick ass in whatever (00:26:00)
  • When not to take the thing you're excited about (00:36:54)
  • Ways to be helpful to longtermism outside of careers (00:41:36)
  • Things 80,000 Hours might be doing wrong (00:44:31)
  • The state of longtermism (00:51:50)
  • Money pits (01:02:10)
  • Broad longtermism (01:06:56)
  • Cause X (01:21:33)
  • Open Philanthropy (01:24:23)
  • COVID and the biorisk portfolio (01:35:09)
  • Has the world gotten better? (01:51:16)
  • Historical events that deserve more attention (01:55:11)
  • Applied epistemology (02:10:55)
  • What Holden has learned from COVID (02:20:55)
  • What Holden has gotten wrong recently (02:32:59)
  • Having a kid (02:39:50)

Producer: Keiran Harris
Audio mastering: Ben Cordell
Transcriptions: Sofia Davis-Fogel

Jaksot(321)

Why Teaching AI Right from Wrong Could Get Everyone Killed | Max Harms, MIRI

Why Teaching AI Right from Wrong Could Get Everyone Killed | Max Harms, MIRI

Most people in AI are trying to give AIs ‘good’ values. Max Harms wants us to give them no values at all. According to Max, the only safe design is an AGI that defers entirely to its human operators, ...

24 Helmi 2h 41min

#235 – Ajeya Cotra on whether it’s crazy that every AI company’s safety plan is ‘use AI to make AI safe’

#235 – Ajeya Cotra on whether it’s crazy that every AI company’s safety plan is ‘use AI to make AI safe’

Every major AI company has the same safety plan: when AI gets crazy powerful and really dangerous, they’ll use the AI itself to figure out how to make AI safe and beneficial. It sounds circular, almos...

17 Helmi 2h 54min

What the hell happened with AGI timelines in 2025?

What the hell happened with AGI timelines in 2025?

In early 2025, after OpenAI put out the first-ever reasoning models — o1 and o3 — short timelines to transformative artificial general intelligence swept the AI world. But then, in the second half of ...

10 Helmi 25min

#179 Classic episode – Randy Nesse on why evolution left us so vulnerable to depression and anxiety

#179 Classic episode – Randy Nesse on why evolution left us so vulnerable to depression and anxiety

Mental health problems like depression and anxiety affect enormous numbers of people and severely interfere with their lives. By contrast, we don’t see similar levels of physical ill health in young p...

3 Helmi 2h 51min

#234 – David Duvenaud on why 'aligned AI' would still kill democracy

#234 – David Duvenaud on why 'aligned AI' would still kill democracy

Democracy might be a brief historical blip. That’s the unsettling thesis of a recent paper, which argues AI that can do all the work a human can do inevitably leads to the “gradual disempowerment” of ...

27 Tammi 2h 31min

#145 Classic episode – Christopher Brown on why slavery abolition wasn't inevitable

#145 Classic episode – Christopher Brown on why slavery abolition wasn't inevitable

In many ways, humanity seems to have become more humane and inclusive over time. While there’s still a lot of progress to be made, campaigns to give people of different genders, races, sexualities, et...

20 Tammi 2h 56min

#233 – James Smith on how to prevent a mirror life catastrophe

#233 – James Smith on how to prevent a mirror life catastrophe

When James Smith first heard about mirror bacteria, he was sceptical. But within two weeks, he’d dropped everything to work on it full time, considering it the worst biothreat that he’d seen described...

13 Tammi 2h 9min

#144 Classic episode – Athena Aktipis on why cancer is a fundamental universal phenomena

#144 Classic episode – Athena Aktipis on why cancer is a fundamental universal phenomena

What’s the opposite of cancer? If you answered “cure,” “antidote,” or “antivenom” — you’ve obviously been reading the antonym section at www.merriam-webster.com/thesaurus/cancer.But today’s guest Athe...

9 Tammi 3h 30min

Suosittua kategoriassa Koulutus

rss-murhan-anatomia
psykopodiaa-podcast
voi-hyvin-meditaatiot-2
rss-narsisti
rss-liian-kuuma-peruna
rss-vapaudu-voimaasi
rss-hereilla
dear-ladies
rss-uskonto-on-tylsaa
rss-valo-minussa-2
ihminen-tavattavissa-tommy-hellsten-instituutti
leveli
rss-luonnollinen-synnytys-podcast
rss-tietoinen-yhteys-podcast-2
adhd-podi
aloita-meditaatio
kesken
psykologia
rss-duodecim-lehti
esa-saarinen-filosofia-ja-systeemiajattelu