The rate of police killings is vastly higher in the US than any other Western country. So something is going on there that is not a universal phenomenon.
467 karma · joined January 19, 2012
The rate of police killings is vastly higher in the US than any other Western country. So something is going on there that is not a universal phenomenon.
Actually, a funny thing happened to me recently that is sort of in this vein. I made a simple app for tuning theory nerds, for examining how a given equal temperament approximates different whole number ratios. I couldn't link to it when posting on a Facebook group; I was told it violated Facebook community standards (I think they just completely blocked the 1mb.site domain that I hosted it on).
2. The tides. The explanation I was given is roughly something like “the tides happen because the moon’s gravity pulls the water toward it, so you have high tide facing the moon. There’s also a high tide on the opposite side of the earth, for subtle reasons that are too complicated for you to understand right now and I don’t have time to get into that.”
The first problem with this explanation is this: gravitational acceleration affects everything equally right? So it’s not just pulling on the water, it’s also pulling on the earth. So why does the water pull away from the earth? Shouldn’t everything be accelerating at the same rate and staying in the same relative positions?
The second problem is that, when viewed correctly, the explanation for why there is a high tide on the opposite side of the earth as the moon is equally simple to why there is a high tide on the same side as the moon.
The resolution to both these problem is this: tides aren’t actually caused by the pull of the moon’s gravity per se, but are actually caused by the difference in the strength of the pull of the moon’s gravity between near and far sides of the earth, since the strength of the moon’s gravitational pull decreases with distance from the moon. The pull on the near water is stronger than the average pull on the earth, which again is stronger than the pull on the far water. So everything becomes stretched out along the earth-moon axis.
3. This one isn’t so much a problem with the explanation itself, more about how it’s framed. I remember hearing about why the sky is blue, and wondering, “ok, more blue light bounces off it than other colours. But isn’t that essentially the same reason why any other blue thing is blue? Why are we making such a big fuss about the sky in particular? ” A much superior motivating question is “why is the sky blue during midday, but red at sunrise / sunset”? I was relieved when I saw this XKCD that I’m not the only one who felt this way:
I can see one reason: the benefit that you get from an activity is a nonlinear function of how much time you invest in it. This is why people tend to specialize in certain domains. If you barely have any time to practice painting for example, maybe it's not worth learning to paint in the first place. Conversely, if you have more free time, it could be worthwhile to find more creative things to do with it.
This is especially true if you consider frame-switching overhead. The amount you can get done in 6 hours of some demanding creative activity is probably more than 3 times the amount you could get done in 2 hours. And obviously people would have more long uninterrupted blocks of free time if they had to work less overall.
Also, with most schools being the way they are, I think children in general get very little opportunity to pursue their creative impulses; it's always about following the teacher's instructions. Maybe adults would have more curiosity and creativity if these traits weren't snuffed out in their formative years.
Finally, even in our current society, being just a lazy consumer in your free time is far from universal, for example: https://www.namm.org/news/press-releases/gallup-organization...
I know I’m just speaking from my own experience and what works for me doesn’t necessarily work for everybody. But my claim isn't that everyone should do as I did, my claim is that you're wrong that a self-taught ML researcher would necessarily only be able to make superficial contributions because they are bad at math.
Yes, and they do. They aren't choosing completely arbitrary algorithms when they attempt to solve a ML problem, they are typically using approaches that have already been proven to work well on related problems, or at least are variants of proven approaches.
In regards to the question, the latter. The source corresponds roughly to the E vector of the pagerank whitepaper. It's a set of websites that's axiomatically good. The pagerank paper suggested the Netscape home page and John McCarthy's homepage as examples, or alternatively making every website a source, although the last option is more prone to abuse. The sink is harder to find a good analogy for. I think a reasonable choice would be to add a new node to the graph representing the sink, and then connect every website via a directed resistor. Then websites could be ranked by how much current flows through the resistor to the sink.
Edit: By the way, upon thinking about this more, I've just realized that I'm not sure about the exact mechanism by which link farms boost pagerank. As far as I can tell there are two possibilities:
A. The original "stuck in a loop" explanation, by which you can illegitimately magnify legitimately earned rank.
B. With the every-page-as-source strategy, you can boost the rank of a website by creating a new website and linking to it, even if nothing links to the new website. Then the other extra links in the link farm just exist to avoid detection of this sort of thing. So you are illegitimately creating rank from scratch, rather than magnifying existing rank.
Admittedly the electrical circuit thing only addresses mechanism A. Mechanism B can be addressed by being more discriminating about which websites are in the source. That applies whether you use pagerank or the electrical thing.
I have a feeling that you think the electrical potential must be defined by some ad-hoc method before applying an electrical algorithm, and this requires fancy techniques like cluster analysis and the like? This is not the case. Let me re-emphasize that you only need to specify the network of resistors (which is the link graph) and the source and sink, and then the potential is defined automatically in terms of those things (the same way as in physical circuits).
I think so? There is an obvious circuit equivalent where links are interpreted as one-way resistors. You get a charge potential automatically given the circuit and a choice of source / sink nodes (which you need to decide on anyway to apply pagerank).
The problem is essentially this: since pagerank is basically the probability that a random walk through the link graph will end up on your site, linking back to yourself, and no other websites, gives a big boost to your pagerank because a random walk will get stuck on your site. Of course it’s easy to just ignore self-links, but you can get essentially the same effect through clique-like groups of websites and this can be more difficult to detect.
What’s interesting is that an algorithm based on how electrical current flows (so a link is a one-way resistor, i.e. a resistor in series with a diode) would not have this problem. Attaching a conductive loop to some point in a circuit does not change how current flows. Electrons don’t get stuck in loops because they don’t drift around randomly, they move from lower voltage to higher voltage.
The critical points of the action are either local minima or saddle points, never maxima.
At a realizable path, the action can be a local minimum or a saddle point but it's never a local maximum.
Tangentially, while "principle of least action" is a misnomer, it's not too severe of a misnomer, because realizable paths always minimize the action on a short enough time scale.
A reference for both these claims: http://www.eftaylor.com/pub/Gray&TaylorAJP.pdf
(I haven't read it to be honest but the abstract confirms what I'm saying)
https://sevish.com/scaleworkshop/
It has the most useful bits of functionality of Scala, with a simpler UI, and as a web rather than desktop application.
I'm pretty sure this predated the programming language. I can't find a source on when Scala (the microtuning one) first appeared but it existed when I first got into this stuff around 2004, and I didn't have the impression it was new at the time.