Author name: Sean Herrington

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Contra Nina Panickssery on advice for children

I recently read this post by Nina Panickssery on advice for children. I felt that several of the recommendations are actively harmful the children they are aimed at. I am going to assume that this advice is targeted at children who are significantly mo…

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Estimates of the expected utility gain of AI Safety Research

When thinking about AI risk, I often wonder how materially impactful each hour of my time is, and I think that this may be useful for other people to know as well, so I spent a couple of hours making a couple of estimates. I basically expect that a tonne of people have put a bunch more time into this than me, but this is nice to have as a rough sketch to point people to.

I’m going to make 3 estimates: an underestimate, my best-guess estimate and (what I think is) an overestimate.

Starting facts[1]

  • Currently 8.3 Billion people on planet earth
  • Current median age: 31.1 years
  • Current life expectancy: 73.8 years

I am going to commit statistical murder and assume this means that everyone on the planet lives ~42.7 years from this point onwards. 

  • Underestimate: 40 years of life left/person
  • Median: 42.7 years + ~15 years’ increase in life expectancy (20 years’ growth in the past 60 years) = about 60 years of life left
  • Overestimate: Everyone gets life extension and lives to heat death of universe: 10^100 years

Since the population is growing, we should take that into account:

  • Underestimate: We only care about the lives of people currently alive
  • Median: We keep growing at current ~1% growth rate per year
  • Overestimate: Population growth of 2% per year until the heat death of the universe

Given these parameters, we can figure out the total expected years of life we care about for each scenario: 

  • Under: 40 years x 8.3 B = 332 Gyr
  • Median: 

    Current population: 60 years x 8.3 B 

    Additional population (linear approximation):  = 

    Additional population life span: 73.8 years + ~1/3yrs added/year = 110 years

    Total expected years of life: 

  • Overestimate: 10^100 years x 1.02^(10^100) = broken calculator.

I think it might be best to skip out on the overestimate. For the underestimate, we’ll go with ~20 years of research to produce a 1% chance of a 1% decrease in the final risk for the entire field. Extinction occurs 30 years from now. For the median estimate, we’ll go with 5 years of research to reduce a risk of extinction, which happens 10 years from now, and we will go with a 50% chance of a 5% reduction in risk.

Expected years of life available to be saved:

  • Under: 332 Gyr x ((40-30)/40)  = 83 Gyr
  • Median: 498 Gyr x (60-10)/60 + 8.93Gyr x 10 = 415 Gyr + 89.3 Gyr = about 500 Gyr 

Expected years of life actually saved:

  • Under: 83 Gyr x 0.01 x 0.01 = 8.3 Myr
  • Median: 500 Gyr x 0.5 x 0.05 = 12.5 Gyr

Number of AI Safety researchers: 

  • Under: 10k researchers
  • Median: 2.5k researchers (to account for the growth of the field, current estimates are closer to 1-2k).

Expected impact per researcher:

  • Under: 830 yrs
  • Median: 5Myr

We’ve said the researchers have 20/5 years to make an impact, which gives us:

  • Under: ~40 years of life saved/year
  • Median: 1 Myr of life saved / year

Going back to the ~40 years of life expected for the modern median human, this gives an underestimate of 1 year of work to save one life, or a median estimate of 5 mins/life. This is a pretty broad range funnily enough.

1 year of work to save one life is just a tad worse than the 1.2 lives/year saved donating £3000/year as advertised by Effective Altruism UK. If we take that value as given and assume 1 life = £2500, this means that on the median estimate, you should be earning £2500 x 10^6 / 40 = £62.5 million/ year. If only the world was more sensible.

  1. ^

    All population data comes from https://www.worldometers.info

Discuss

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Changes to an optimised thing make it worse

TLDR: When you make changes to a thing that has been optimised in some way, any effects of the changes you haven’t planned will make it worse.Welcome to the alien planet Sqornshellous Beta. It’s dry, it’s arid, and it apparently has watchmakers. You bu…

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How to emotionally grasp the risks of AI Safety

I’ve spent a fair amount of time trying to convince people that this AI thing could be quite large and quite dangerous. I think I normally have at least some success, but there is a range of responses, such as:Deer in the headlights – People don’t know…

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