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This is the PERFECT example of why foreigners should not be allowed to run for office
Zul Mohammed just ran for Mayor of Carrollton, Texas. He’s from Pakistan
“No vet has made any sacrifice. I want to make that clear. I do not support the US military. No, I do not support the United States. I look down on both entities. I want to make that clear”
I can’t think of a better example of why only natural born citizens should be allowed to run for office
Also he is a Muslim, which further enforces the classic “I do not support the United States”
We need new election eligibility laws
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As eval is downstream of everything, it determines whether you will spend your time optimizing the right metrics.
The current gap between academia and industry AI labs is the attitude toward eval.
In academia, the eval set is very hard to change since a) you need to explain why your eval is better and b) you need to benchmark against your cited works with the new eval and show that your work is superior.
Doing both a and b at the same time invites risky rebuttal, even if you are doing a good job on a. It is far easier to benchmark against the eval set that everyone has agreed upon.
In contrast, in industry AI labs, customer feedback is your eval set and it keeps changing to cover the long tail that you could never think of during years of PhD programs.
If the loss functions are not a good proxy for customer feedback, then you change them until both are aligned.
Thus, academia might train students who are very good at hill climbing but inexperienced in building eval sets that capture hard real cases. To move the needle, building the right eval set matters the most.
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