#37 - GiveWell picks top charities by estimating the unknowable. James Snowden on how they do it.
80,000 Hours Podcast16 Heinä 2018

#37 - GiveWell picks top charities by estimating the unknowable. James Snowden on how they do it.

What’s the value of preventing the death of a 5-year-old child, compared to a 20-year-old, or an 80-year-old?

The global health community has generally regarded the value as proportional to the number of health-adjusted life-years the person has remaining - but GiveWell, one of the world’s foremost charity evaluators, no longer uses that approach.

They found that contrary to the years-remaining’ method, many of their staff actually value preventing the death of an adult more than preventing the death of a young child. However there’s plenty of disagreement: the team’s estimates of the relative value span a four-fold range.

As James Snowden - a research consultant at GiveWell - explains in this episode, there’s no way around making these controversial judgement calls based on limited information. If you try to ignore a question like this, you just implicitly take an unreflective stand on it instead. And for each charity they look into there’s 1 or 2 dozen of these highly uncertain parameters they need to estimate.

GiveWell has been trying to find better ways to make these decisions since its inception in 2007. Lives hang in the balance, so they want their staff to say what they really believe and bring their private knowledge to the table, rather than just defer to a imaginary consensus.

Their strategy is a massive spreadsheet that lists dozens of things they need to estimate, and asking every staff member to give a figure and justification. Then once a year, the GiveWell team get together and try to identify what they really disagree about and think through what evidence it would take to change their minds.

Full transcript, summary of the conversation and links to learn more.

Often the people who have the greatest familiarity with a particular intervention are the ones who drive the decision, as others defer to them. But the group can also end up with very different figures, based on different prior beliefs about moral issues and how the world works. In that case then use the median of everyone’s best guess to make their key decisions.

In making his estimate of the relative badness of dying at different ages, James specifically considered two factors: how many years of life do you lose, and how much interest do you have in those future years? Currently, James believes that the worst time for a person to die is around 8 years of age.

We discuss his experiences with such calculations, as well as a range of other topics:

* Why GiveWell’s recommendations have changed more than it looks.
* What are the biggest research priorities for GiveWell at the moment?
* How do you take into account the long-term knock-on effects from interventions?
* If GiveWell's advice were going to end up being very different in a couple years' time, how might that happen?
* Are there any charities that James thinks are really cost-effective which GiveWell hasn't funded yet?
* How does domestic government spending in the developing world compare to effective charities?
* What are the main challenges with policy related interventions?
* How much time do you spend discovering new interventions?

Get this episode by subscribing to our podcast on the world’s most pressing problems and how to solve them: search for '80,000 Hours' in your podcasting app.

The 80,000 Hours Podcast is produced by Keiran Harris.

Jaksot(317)

AI might let a few people control everything — permanently (article by Rose Hadshar)

AI might let a few people control everything — permanently (article by Rose Hadshar)

Power is already concentrated today: over 800 million people live on less than $3 a day, the three richest men in the world are worth over $1 trillion, and almost six billion people live in countries ...

12 Joulu 20251h

#230 – Dean Ball on how AI is a huge deal — but we shouldn’t regulate it yet

#230 – Dean Ball on how AI is a huge deal — but we shouldn’t regulate it yet

Former White House staffer Dean Ball thinks it's very likely some form of 'superintelligence' arrives in under 20 years. He thinks AI being used for bioweapon research is "a real threat model, obvious...

10 Joulu 20252h 54min

#229 – Marius Hobbhahn on the race to solve AI scheming before models go superhuman

#229 – Marius Hobbhahn on the race to solve AI scheming before models go superhuman

We often worry about AI models “hallucinating” or making honest mistakes. But what happens when a model knows the truth, but decides to deceive you anyway to achieve a goal of its own? This isn’t sci-...

3 Joulu 20253h 3min

Rob & Luisa chat kids, the 2016 fertility crash, and how the 50s invented parenting that makes us miserable

Rob & Luisa chat kids, the 2016 fertility crash, and how the 50s invented parenting that makes us miserable

Global fertility rates aren’t just falling: the rate of decline is accelerating. From 2006 to 2016, fertility dropped gradually, but since 2016 the rate of decline has increased 4.5-fold. In many weal...

25 Marras 20251h 59min

#228 – Eileen Yam on how we're completely out of touch with what the public thinks about AI

#228 – Eileen Yam on how we're completely out of touch with what the public thinks about AI

If you work in AI, you probably think it’s going to boost productivity, create wealth, advance science, and improve your life. If you’re a member of the American public, you probably strongly disagree...

20 Marras 20251h 43min

OpenAI: The nonprofit refuses to be killed (with Tyler Whitmer)

OpenAI: The nonprofit refuses to be killed (with Tyler Whitmer)

Last December, the OpenAI business put forward a plan to completely sideline its nonprofit board. But two state attorneys general have now blocked that effort and kept that board very much alive and k...

11 Marras 20251h 56min

#227 – Helen Toner on the geopolitics of AGI in China and the Middle East

#227 – Helen Toner on the geopolitics of AGI in China and the Middle East

With the US racing to develop AGI and superintelligence ahead of China, you might expect the two countries to be negotiating how they’ll deploy AI, including in the military, without coming to blows. ...

5 Marras 20252h 20min

#226 – Holden Karnofsky on unexploited opportunities to make AI safer — and all his AGI takes

#226 – Holden Karnofsky on unexploited opportunities to make AI safer — and all his AGI takes

For years, working on AI safety usually meant theorising about the ‘alignment problem’ or trying to convince other people to give a damn. If you could find any way to help, the work was frustrating an...

30 Loka 20254h 30min

Suosittua kategoriassa Koulutus

rss-murhan-anatomia
psykopodiaa-podcast
voi-hyvin-meditaatiot-2
rss-valo-minussa-2
adhd-podi
psykologia
rss-narsisti
salainen-paivakirja
rss-liian-kuuma-peruna
rss-duodecim-lehti
rahapuhetta
aloita-meditaatio
rss-vapaudu-voimaasi
rss-niinku-asia-on
kesken
rss-luonnollinen-synnytys-podcast
aamukahvilla
rss-uskonto-on-tylsaa
rss-selvat-savelet
rss-koira-haudattuna