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Akababa
searching PlanetScale…
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14 ms
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91.
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by
Akababa
7y ago
Firmware doesn't update as often though so it'd have to be static wear-leveling. I'm not sure of the safety of doing this with firmware files though - could it actually decrease the life expectancy by moving critical blocks m
92.
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Akababa
7y ago
I'd guess it's for people in the second camp (practical) who are just trying to satisfy their intellectual curiosity or want an intro to the math behind it all. I agree with your assessment that's it doesn't have much pr
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Alink – Alibaba's Machine Learning Platform Based on Flink
(github.com)
3 points
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Akababa
7y ago
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0 comments
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Scientists spot an undersea fault using fiber-optic cables
(wired.com)
3 points
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Akababa
7y ago
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0 comments
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Corals that could survive climate change and help save the world’s reefs
(nature.com)
9 points
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Akababa
7y ago
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0 comments
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Akababa
7y ago
> In early 2018, the founders of Chinese artificial intelligence startup SenseTime Group Ltd. flew to Tokyo to see billionaire investor Masayoshi Son. As they entered the offices, Chief Executive Officer Xu Li was hoping to persuade the
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Akababa
7y ago
I so badly want this to be true - it's like a perfectly designed bug!
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Akababa
7y ago
> If a few milliseconds can change the value of a financial instrument then we have to accept that waiting a second or two will allow a lot more traders to reevaluate and offer a fair price. I'm not quite getting this point. If I ha
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Akababa
7y ago
I don't believe liquidity necessarily has anything to do with efficiency, but more liquidity can never hurt. Even if the price of every stock right now is 100x what it should be, I still want lower spreads. And to address your concerns
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Akababa
7y ago
Depends on which null hypothesis you're testing. He told us that he rarely had a down day, and based on Bitcoin's volatility I'd say it's reasonable to assume the probability of it going up or down on any given day is a
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Akababa
7y ago
You have to make some basic assumptions to do any statistical inference, because if you don't then literally anything can be explained by luck. For example, even if the author did a follow-up post (which I'd love to see as well!)
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Akababa
7y ago
Through hypothesis testing you can estimate the probability that this was due to luck is very low. Assuming that a monkey would have a 50% chance of profiting on a day, the chance of going a month without a losing day is less than 1 in a bi
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Akababa
7y ago
Same. I don't think history will look kindly upon someone who "quit for losing" while other professional Go players keep playing. Just imagine if Garry Kasparov quit after losing to Deep Blue, he would be ridiculed today by t
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Akababa
7y ago
That's a really oversimplified view. The truth is beyond a certain point no amount of "theorizing" is enough to overcome the sheer computational power of programs. AlphaZero just took advantage of recent advances in neural ne
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Akababa
7y ago
I feel like posting this on HN is preaching to the choir. Anyone with an ounce of critical thinking skills is not going to take claims that "the world is ending" at face value, nor dismiss evidence of climate change. On the other
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Akababa
7y ago
They re-use the same initialization, so it appears that the initial weights are inherently coupled with the nonzero structure.
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Akababa
7y ago
I've always wondered this and can never find a satisfactory answer online. You'd think that if ReLU works then LASSO shouldn't present any problems either right? In addition L2 tends to discourage sparsity by spreading out th
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Akababa
7y ago
That's intuitive but doesn't support the result of the lucky subnetwork (once found and re-initialized) training faster and outperforming the original.
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Akababa
7y ago
That's nifty! I spent a while trying to figure out how it worked before realizing it's a Voronoi diagram. Simple yet beautiful.
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Akababa
7y ago
On a 30-year time horizon it would be more reasonable to use the S&P as a baseline as you can increase your short-term risk appetite. Since Nov 1989 that's a 15.82x return (incl. dividends)
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Keras inventor Chollet charts a new direction for AI: a Q&A
(zdnet.com)
2 points
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Akababa
7y ago
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0 comments
112.
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Akababa
7y ago
I've worked at a large e-commerce company before and it's surprising how many of the basic techniques like embedding, seed accounts, round robin diversification are exactly the same. I used to wonder if some of the apparent idiosy
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Akababa
7y ago
You can teach them to do it yourself by bouncing back from Quora and going to another result. Perhaps it'll also encourage Quora to remove their paywall from search engine referrers, as many news sites have done.
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Akababa
7y ago
As a new grad who recently completed a job search, I'm really feeling the "randomness" aspect now. There were so many things that could have changed along the way, with a drastic impact on my future. Some of them were within
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Akababa
7y ago
So, would you recommend OP go through a headhunter? I've heard mixed things about them, mainly that they don't do much in exchange for taking 15% of your first year salary.
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Akababa
7y ago
That might very well be true for the repeat customers and people who buy clothing, but I doubt anybody wants a 2TB USB stick that starts overwriting itself after 100MB.
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Akababa
7y ago
I think the answer is not to hold back progress, but to address the pain points as they arise. As for the specific concerns of going "cashless", there are many countries with lower standard of living (Venezuela, China) than the US
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Akababa
7y ago
How do physicists control model parsimony, so that the number of particles doesn't keep growing indefinitely? Would it be reasonable to think of the "true model" of the universe as having infinite complexity, and we are tryin
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Akababa
7y ago
That's an ill-defined question. You can do the same thing with far less vague concepts than consciousness, and I could even ask you the same question about a brain and adding neurons. https://en.wikipedia.org/wiki/
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Akababa
7y ago
I don't quite understand why our ability to teach machines causal reasoning should hinge on the lowest common denominator of human ability. If I interpreted your point correctly, then calculators are an obvious counterexample, and a ta
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