Max_Limelihood
Joined 4 years ago
Joined 4 years ago
If you keep trying to "protect" your research from any kind of competition, you're doomed from the start.
(Seriously, I’ve gotten so fed up with Python package management that I just use CondaPkg.jl, which uses Julia’s package manager to take care of Python packages. It is just so much cleaner and easier to use than anything in Python.)
And no peer-reviewed research, apart from the dozens of widely-cited academic papers on this? All of these are just from one lab, not even including groups like CHAI: https://www.anthropic.com/#papers
x*(y.^2)
To the Python equivalent:
np.matmul(x, map(lambda x : x^2, y))
Note also that the first will be much faster because it can fuse the matrix multiplication with the exponentiation. That’s because Julia is a single language, and the whole thing is compiled at the same time. Python can’t fix the above code because NumPy is written in C, not Python.
Julia is just Python but fast.
The reason Mathematica is so much faster here is it’s using a different algorithm. When you compare using the same algorithm, Julia is 10-100x faster than Mathematica. https://julialang.org/benchmarks/
But this is a criticism about effectiveness made within an EA framework. It assumes the thing we want to do is maximize the amount of good we do with our resources, and provides rational arguments for why AI won’t do that.
The AI folks think their cause is the one that does the most good, and they have rational arguments for that position. That’s why they’re considered part of the EA movement (despite not fitting in with the original vision).
That also means we have to listen and provide counterarguments before we reject their position. What we definitely shouldn’t do is write them off as “neckbeards” just because they’re working in tech and have unusual concerns. That’s how you end up writing off some 1930s physicist worried about the existential risk of nuclear fission weapons as some “Weird neckbeard nerd.”
I’d be very shocked if AI research got more than 5% of EA funding.