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I set up a job posting sentiment analysis ML app on the Who's Hiring post recently and use a the public firebase REST API: https://github.com/HackerNews/API . It mostly works for my usecase but its search capabilities are severely lacking over REST so might not be the best in your case. I never got around to trying a firebase client so I have no clue if it interacts with a different interface, might be worth taking a quick look at.


The studies I've seen relaying the same sentiment of no appreciable benefit only looked at a single outcome, normally bone density or bone fracture occurrence. Vitamin D levels affect expression of almost 300 different genes in humans (https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3604145/) so looking at a single outcome to gauge the entire efficacy of that vitamin is absurd and disappointing that so many other doctors push their narrow minded interpretations of those same limited studies.


My thesis argued that we should not be testing supplementation levels, instead we should be testing the effects of maintaining people at various serum levels of vitamin D year-round.


I did uberman in grad school, kept it up for a few months. It technically did give me more hours in the day, however most of that free time was spent on either making sure my schedule was arranged well enough for my sleep times, or sitting around reading a book quietly at 3am because everyone else including my roommate is asleep and all businesses are closed.

The benefits weren't really as pronounced as I was hoping for. Then if you end up missing one of your scheduled sleep times it really effects you and throws you off for a day or two.


I did biphasic for awhile and had a lot of the same issues. I DID get more hours, and I enjoyed doing it, but my family did not. It was impossible for me to do a full time job + family time + biphasic, and have the least bit of wiggle room for a dinner out, or a movie, or anything that took longer than planned.

I'm back to standard 7-8/night.


Videos on YouTube are selling advertisements so wouldn't this apply here?


Some differences that would probably affect things in court:

1. It's parody. Parody has specific statutory protection.

2. It's clearly labelled as speech synthesis.

3. It doesn't stand in for any of the original works. The market for deep fakes is much different than that for songs or presidential speeches.


Is it a parody as understood by the law, though? How is it parodying Jay-Z? It's definitely "for fun", but it's not clear that it's making fun of or commenting on Jay-Z.

It's really not clear to me. This page cites a case where someone imitated Dr Seuss' literary voice and lost.

https://www.cotmanip.com/articles/fair-use-parody


This is the point I was going to make. For a parody fair-use defence to be valid, you need to be parodying the thing you are infringing on, and as much as people always say "oh this is parody so it's clear fair use" by the accounts I've seen (such as Penny Arcade's Strawberry Shortcake comic) that can be a difficult defence to actually mount.


The author even says that he didn't pick the texts to comment on the voice in particular, but that doing the same text (the copypasta, the Bible, etc) with each voice was just convenient.

It's one thing to impersonate someone to make fun of them, but he's not picking texts for them that way. A Bush impersonator reading the phone book isn't obviously parodying Bush unless he starts throwing in comedy Bushisms or exaggerating the voice for effect. Some Elvis impersonators are parodying Elvis but a lot are just doing a straight recapitulation of his look and voice.


"the sellers have appropriated what is not theirs"

IANAL but I think the argument can be made that YT are the sellers here and they are protected by the DMCA


No. The video in question was not. And more generally just because an ad plays along side a video does not mean the video itself is a commercial work, in the same way a newspaper or magazine can have ads alongside editorial content.


Great write up on the nature of fear! It's amazing how much the mind can fight to deny the reality of the situation you're in during such episodes.

The dull chest pain sticks around for a surprisingly long amount of time. I'm at day 25 now since my ER visit and just noticed that I haven't felt any of that dull pressure in at least 2 or 3 days at this point.


> The dull chest pain sticks around for a surprisingly long amount of time.

I also had tightness in my upper chest. It lasted a week, from 10-18 March. During that time, it didn't get better or worse. But it lasted long enough that I started planning for a future A&E visit...

Then all of a sudden, thankfully, the chest tightness was gone. Occasional dry coughs continued for two more weeks.

I have had asthma and bronchitis my whole life. So I am always very aware of the state of my lungs. This tightness and dry cough is different from anything I ever had before.


What exactly is this dull chest pain? I've had symptoms of lower chest and back-pain more than a month ago, with a strange feeling of not being able to get sufficient air through my nose as well as seemingly high blood-pressure and heart racing in late afternoons. This all lasted just short of a week, but took a couple of weeks in total until I could say it was gone, with a persistent minor dry cough. No idea if it was Covid but the symptoms sound strangely familiar with what other people experience elsewhere in my community. Could be panic attacks as well, obviously, but it felt strange.


I experienced the same. I even did gym at home with good performance but i felt weird sensation on my chest. I don't want to think i had covid, but so many people had it that I am surprised i don't.


This is availability bias. Because you hear it in the news so much, whenever you have some weird pain in the body, the bias make you think "covid-19".

I'm not saying you don't have it, but I'm saying your mind is making it seem much more likely than it actually is.


Fact is, that when I know when something feels unusual. And when this happened, I had no idea what the Covid symptoms are like. And at the time, I also didn't think that it was this. Only after several people in my community reported the same "symptoms" did I become suspicious.


And hence, the availability bias.


Mostly sure!


while it could be covid19, if you didn't have any fever or anything, it's probably more likely to be a mild panic attack. I'm saying this because I had something similar but then was tested negative.

of course, I'm not a doctor, and it could also be covid19.


There are plenty of jobs which are meaningful yet worthless from a capitalistic respect. I've turned down plenty of jobs in the past that would provide much more benefit to the world at large because they couldn't pay me enough to save up comfortably for retirement. So instead I've just worn these golden handcuffs for the past few years while working in marketing tech (which if anything is a net detractor from society). I'm a fantastic teacher and enjoy getting the opportunity any chance I can, but I could never do that for a living because the wages wouldn't leave me with enough to be financially secure in this nation.

It's amazing how much of privilege there is attached to volunteer work. So much of it can make a significant difference in other people's lives. Yet such time commitments either require that you've made money elsewhere (normally through means not super productive to society) in your "real job" making business widgets/yet another spreadsheet, or that you also willfully give up on your own financial security.

Even if a significant portion of the population were to become couch potatoes I posit that society would be no worse off in the long run. Such people are not the people currently making the next cure for cancer, or rescuing people from burning buildings. Such people are those barely getting through the day as is, not giving a crap about their boring job, just going through the motions to make money for someone else. Sure the companies that currently pay an unfairly low rate for those people's limited time will suffer... GOOD, such predatory behaviors should not be supported, propped up, an even enforced as they currently are by our government.

By providing people with an alternative to meaningless work we not only free up those who would want to do truly beneficial work to do so, we also provide much greater market power to those who simply want something minimally productive during the day. So many people make minimum wage or less for amazingly demanding and unsafe work. Currently that is the only option for so many people, so those employers who are unscrupulous can wield so much power and demand so much while providing so little in return.

Even if a significant percentage of the population ends up just spending their time out hiking, watching tv, or generally spending more time with their friends family (horrible outcome right?!?), if the rest of us get to benefit from either of the two previous scenarios then the only humans who wouldn't be better off would either be 1) those who think they deserve all the riches of the world even if they must bury the rest of us, or 2) those who use insecurity to force people into laying down their lives to fight their battles for them because they can keep those "lowly" people from having anything of meaning in this life.


Thanks for a very insightful post


Legal issues haven't stopped mandatory curfews in the event of other emergencies. I've been under them in the past after really bad hurricanes. As long as it doesn't specifically target a subset of people and is applied only in relation to an emergency it appears to be legal. We're currently in an official national state of emergency so it seems like it's possible


This is why the "Universal" aspect of it is so important. It's ridiculously easy for people to vote for defunding services that "other" people benefit from, and politicians can always whip up support by scapegoating some minority group as the root of all of our problems. But if the benefit is shared by everyone then it becomes near political suicide to suggest cuts to it. How many politicians successfully can campaign to get rid of social security or medicaid? Those are programs shared with a significant percent, but not even a majority, and as such it's really hard to successfully push for cuts to such systems. With a total universal application of basic income it would be political suicide to push for cuts, everyone's life would be planned and organized already around such a program. Look at how hard it is for universal healthcare systems to be cut in nations that have such a benefit.


> But if the benefit is shared by everyone then it becomes near political suicide to suggest cuts to it.

The benefit isn't shared by everyone, though. The payouts may be equal but the taxes to support those payouts are not. If a majority of voters are paying more in taxes than they receive in payouts (as is likely) then it shouldn't be hard to sell them on the idea that reducing or dismantling the program would be in their own self-interest.

On the other hand, if it would be difficult to dismantle the program even knowing that it benefits a vocal minority at the expense of the majority, that should make us think twice about instituting it in the first place.


In this study, you were ineligible if you made more than $35k/year (~$26k USD). Is that still considered universal?


The study is meant to look at the effects of UBI, not provide a universal basic income to everyone. The study wouldn't be super useful if you included a billionaire, because nothing about their lives would change. They have limited money to do the study, so they have to draw a line somewhere.


I'm not sure how we went from $35k to billionaire, but I agree with your point. I am definitely curious though how it affects people earning 50k, 70k, 100k though. I suspect a chunky increase in index funds, retirement plans, and investing at some threshold, which affects the market at large. Social programs, children's sports (hockey equipment and ice rentals aren't cheap!), real estate, the list goes on. Obviously untestable, but interesting. Could be extremely transformational, or maybe cost of living simply jumps.


liver == steak * 1000 Only problem is being able to stomach liver a few days every month. I know it's a super food but I'll be damned if I can eat it more than once every few months.


Way too stingy. Engineers here make $14,000 - $33,000 / month, average is closer to the bottom of that though. Those engineers have executives too.


Where is "here?" The average engineer salary (even if you say software dev only) in the US is absolutely not $170k/yr, it's closer to half that.[0] And $400k/yr is dentist-level money. I'm not saying nobody makes that, lots of devs (in absolute terms) do, but it's about as helpful as saying "businesspeople make $40M-$40B a year" when the vast majority of them make $65k/yr as a middle manager.

[0] https://www.google.com/search?q=median+software+engineer+sal...


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