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* To determine whether AI is ‘improving exponentially’, ‘hitting the wall’, or any other claim which involves a quantity or magnitude (e.g. ‘This model was a big leap/small increment’). We need a good y-axis: an interval scale of AI capability which means +1 unit always represents the same degree of ‘how much better’, in the same way +1 degree Celsius is always the same amount of ‘how much hotter’.
* Yet there is no good y-axis for AI capability. All our...
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* The animal welfare movement has already seen an influx in funding and should prepare for the possibility of more.
* The EA Animal Welfare Fund is encouraging those working in animal advocacy to actively set aside time and resources now to concretely plan for scaling sustainably, and we’ll support you in doing that.
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In EA, people use the word "counterfactual" in a non-standard way, but I've never heard this discussed or pointed out. E.g. Jeff writes,
But outside of the community, "counterfactual" means "didn't happen". I think the word "causal" is closest in meaning to how we use "counterfactual," though it doesn't work in this case.
(In this case, I think the standard English way of communicating the idea is "Say I offer to make a donation of $50 to AMF only if you do a thing...")
A counterfactual donation isn't just my act being contingent on your act, it means AMF getting a net extra $50 is contingent on your act. So if part of the $50 were a donation match that would be filled regardless, or some (especially low op cost) funder would make up the difference, it wouldn't fully count.
Counterfactual is also used to mean the second choice opportunity that defines an opportunity cost. "Should I take job A? Well my counterfactual is job B, where I would do X..."
I think partly this is a reaction to dishonest charity fundraising communications that say things like “Donate today and your gift will be matched 8×”, when in reality either the match limit is virtually guaranteed to met or else the matching donor would offset any unused matching funds with a separate donation.
So consider your last sentence — maybe if I do the thing you will give an extra $100 at the end of the year or if I don’t do the thing you will give an extra $150 at the end of the year. Technically I only gave the $50 gift if you did the thing, but in reality there was no counterfactual difference in total giving.
Relevant: David Lewis, "Counterfactuals"