BLUF:
* 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...
Summary
* 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.
* We’re requesting advocates set concrete ambitious goals and submit plans t...
Public service announcement
1. Applications are now open for our first ever round of the Charity Entrepreneurship Incubation Program dedicated exclusively to animal welfare. Learn more about what’s different this round here and apply...
I think this article in Vox covers some of the main points.
"...improving the American education system, while important, is neither a neglected cause nor a tractable one. It is a system on which hundreds of billions of dollars are spent annually by diffuse governments whose policies are difficult and expensive to change, where matters of importance are intensely contested, and where interest groups tend to fight each other to a standstill.
And it’s a system where, even after investing millions if not billions in research, we still don’t have a lot of confidence as to which interventions are helpful and which are not. The views of key actors, notably the Gates Foundation, have tended to shift rapidly on those substantive questions.
If every issue in the world were as crowded and hard to make progress on as education in the US, then I’d understand why foundations like Gates and Broad keep chugging. But that’s not the case..."