AlexanderNull

Neither Github Copilot nor GPT4 are worth your time. At best they partially guess the name of a function you're thinking about typing, at worst they give you almost a correct answer. I've been shocked by how close those models will get to almost understanding what you're attempting to do, while still fundamentally getting it wrong. Last month, after a while of realizing I was spending more time correcting suggestions than I was saving I stopped using them and will need to see some major improvements before I can feel comfortable using them again.

The 15mg/d they used in that study is just the standard dietary intake (top end, europeans). Looked a number of other studies that also used just regular intake levels as "supplementation". Weird how they all stay small when the no observable adverse effects level is much higher.

This research doesn't claim to show any cause of ADHD, it's only showing potential exacerbating influences on, or at least confounding factors of, the severity of symptoms those with ADHD present later in life. Children who expressed more negative emotional outbursts were more likely to be mistreated later, and those that were mistreated were more likely to express ADHD symptoms, and those those expressed more ADHD symptoms were more likely to be mistreated. There's no causal explanation expressed there, simply correlations that could be used to identify at risk factors earlier on in life. Everyone expresses their ADHD differently and identifying patterns in life that may either aggravate or alleviate the difficulties of the condition can potentially be helpful in the long run.

Good luck finding high quality cheap developers in any language really. Very few good developers are language specific so unless your HM is an idiot and actively screens out candidates without 10 years of previous experience in the specific framework you're using it won't be a limitation. If you want quality developers you need to offer either 1) lots of money, 2) amazing benefits, 3) interesting problems to work on. For many, an interesting language can provide an edge. I chose my current company because I would be working on Scala here as opposed to Java with the other offers I had. The quality of life improvement of the Scala position was enough to take it over the prospect of writing AbstractFactoryBeanImpl for the next few years.

This is hardly the first time that Glucosamine use is associated with lower cancer/mortality risks:

https://ard.bmj.com/content/79/6/829 - Associations of regular glucosamine use with all-cause and cause-specific mortality: a large prospective cohort study

https://pubmed.ncbi.nlm.nih.gov/33219063/ - Glucosamine/Chondroitin and Mortality in a US NHANES Cohort

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3175750/ - Use of Glucosamine and Chondroitin and Lung Cancer Risk in the VITamins And Lifestyle (VITAL) Cohort

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5870876/ - Glucosamine Use and Risk of Colorectal Cancer: Results from the Cancer Prevention Study II Nutrition Cohort

https://cancerci.biomedcentral.com/articles/10.1186/1475-286... - Glucosamine suppresses proliferation of human prostate carcinoma DU145 cells through inhibition of STAT3 signaling (in vitro)

https://www.pharmacytoday.org/article/S1042-0991(17)30735-1/... - Glucosamine and chondroitin decrease colorectal cancer risk

Some of those still showed significant correlation even when accounting for NSAID use however there have been other studies where the correlation significance disappears when accounting for NSAIDs: https://www.nature.com/articles/s41598-018-20349-6

Mortality reduction with glucosamine has been directly shown in more controlled studies on other organisms such as nematodes and mice, but may do so through a path that hasn't been shown to work in humans: https://www.nature.com/articles/ncomms4563

And in an actual double blind study glucosamine (+ chondroitin) use was found to lower serum levels of C-reactive protein in men and women: https://journals.plos.org/plosone/article?id=10.1371/journal... (small sample size)

<- a loose associate of this "everyone" here. (10+ years exp, proficient in FP and OOP languages.) Primarily Scala dev now so I write code that's both functional and object oriented. I'd say my code leans more towards the functional side of things, favoring composition, type inheritance over class inheritance, separation of data structures from behavior that acts on data, and a reduction of shared state to the bare minimum. However when it comes to persisting state throughout a programs lifecycle then objects/actors become a great way of handling that data in an easy to reason about structure. They're great for encapsulating data after all.

Seeing code that goes all in on OOP absolutely makes me cringe as I know it generally means the unit tests are going to be more complex than they would be in an FP environment, the code's likely going to be harder to extend as there's no amount of class inheritance planning that can prepare you for all future business requirements, and in most cases it's just going to be so much more verbose than an FP solution would be (I know this last point is a bit of a personal issue).

Code that goes all in on FP I absolutely love on a pure nerd level, but absolutely hate on a practical level. Pure FP is neat in the same way that seeing someone who can calculate out pi to a hundred digits is neat. Sure it's impressive, but like... I got this calculator that will handle it much easier.

most of the time if one assertion fails, rest of the code is useless anyway

You either don't write tests or you're already writing them in the right way (sounds like the later). I've seen my fair share of what I would consider compound tests that have multiple asserts in tests that would crash execution of that test even though 3 lines down in that same test is a completely different bit of state being tested. This is hopefully less of an issue in unit tests but my gosh I've seen it way too much in integration tests.

It can get worse still when one of these initial assertions starts failing, a lazy dev goes in to address the problem, finds that one assertion isn't an issue worth addressing for now, labels the whole test as a KnownIssue and moves on leaving us at risk for the other issues covered in the later asserts to break without warning at a later point in time! (only seen this twice luckily)

I was doing the double red donation for a while before running out of hematocrit. Read about this study and decided to go back to donating but this time just doing the standard whole blood so I could dilute plasma a bit. Will update this post with results in 200 years if this works!

I work in a predominantly Scrum division with rigidly set iteration lengths (technically not scrum as this should be decided by each team, I know). It is horrible, so much wasted time trying to play by the book on this.

Every once and a while we have to break out special teams for a cross group project, a special POC, or something super important with a tight deadline. In those cases the team becomes much more engineer led than management led and in most cases we revert immediately to Kanban style. Not surprisingly for me, we always get more done in a faster manner with Kanban.

Things get done when they're done, not when an arbitrary sprint end day has occurred. Kanban allows you to move work along as needed and instead of focusing on meeting that arbitrary end day, we all get to focus on continuously getting stories closed out. All we needed for this was a kanban board in whatever tracking system we were using at that time along with a reliable form of communication between team members.

Yeah, if you're not programming your models in binary then gtfo imposters!!

On a more serious note, yes understanding this and anything really takes time and investment. The problem for me at least originally not only with ML but originally with engineering back when I was trying to learn (and couldn't afford school), was finding quality sources for getting started in that process of learning. By providing simplified resources like this google one, the hope is that many beginners can get that one "aha!" moment where they start the basic understanding that allows them to start tinkering and learning.

People without a decent understanding shouldn't be submitting research papers, full on agree there. It's basically a waste of everyone's time and harmful for the field of research as a whole as it dilutes the overall signal to noise ratio. However there's so much space in the ML world that doesn't involve research, not only for fun hobby projects, but also even professionally. Resources like this are critical to reducing the knowledge gap out there between researchers and the programmers in the field that work on little ML projects for doing things like sentiment analysis for their company.

These sub-research projects are mission critical at a lot of companies yet are held up at the majority of non-FAANG companies because there's only one data scientist while the teams of engineers are clueless as to how to assist.

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.

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.

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

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.

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.

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.

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.

No family? Also if we were talking about the US (which the article was) then you have to factor in healthcare, average of $200 a month for the insurance IF it's sponsored (mostly covered) by their employer. If the grocery worker is living in any major city then rent is bare minimum of $600 a month for the privilege of living with at least 2 other flatmates or around $1000 for a pretty small apartment. So this person's already out half their monthly income. Let's say transportation costs are low and that this person only takes the bus to get everywhere, that's an extra $100 a month (assuming lack of adequate transportation doesn't also ending up costing them their job due to frequent late starts). Now this person also has to pay at least some utilities depending on where they're living so a rough estimate would be around $120 a month for that. Now we look at food, average grocery costs per person in the US is $220 a month. This person also needs clothing obviously, if they go on the super low side they could get by on ~$100 a month over all. If this is it for their spartan life style, meaning no cell phone, no internet, no eating out, no leisure activities that cost money, no hobbies, no children, no trips to the doctor (where medical deductibles kick in), no car, no netflix etc. This person has potentially $460 a month to save.

That's 100% best case scenario living a lifestyle that basically consists of going to work, going home, eating food, sleeping on the floor of their apartment (we didn't budget for furnishings but w/e it's better for the back) using the public library and walks around the park for sole avenues of entertainment. ALSO: THERE'S NO KIDS IN THIS SCENARIO. Some of those estimates I lowballed also (like food as that's average cost of groceries for people who also get calories from eating out at restaurants) so this is really not a realistic estimate here.

In reality though there's plenty of hidden costs that this person will incur and even assuming they do manage to stay kidsless they'll be lucky to put away $100 a month giving them a best case scenario of $250k in savings by 55. Not terrible for them, but not enough to retire on in the US when you think of medical expenses incurred later on in life.

They're right from the gender standpoint, according to the UN which ranks China as having better gender equality than the US: https://en.wikipedia.org/wiki/Gender_Inequality_Index

They took a hit in EU for it as well. You probably were referring to their sino-servers but they do get a hint of what we see over there. Before Blitzchung they were already facing some PR problems for their bans within OW and WoW for anyone who happened to type anything related to winnie the pooh in chat.

We're already starting to get a lot of Whataboutism in the comments here. Yes there are other issues in the world, do you really think we're not aware there's a lot of bad stuff going on in the world??? If you're so concerned with those other issues go write your own blog post about your issue and gather supporters on your own.

Sounds rough, good luck coping. I think you're on the right track with prioritizing break time. The more stressful something is the more of a need to cooldown afterwards.

If the whole universe has no meaning, we should never have found out that it has no meaning: Just as, if there were no light in the universe and therefore no creatures with eyes, we should never know it was dark. Dark would be without meaning.

Completely incorrect conjecture. Let's take for instance the Flaxinrlent. Now, I've just made up this concept, but I can still define it. Let's say it is a 4th dimensional creature that takes up negative space made up entirely of marshmallows from 20,000 years ago. This concept, the Flaxinrlent, is now something we can roughly agree upon, we can devote our lives to searching for it, we can say that Flaxinrlent is what makes life worth living. But if we search long and hard enough we would probably start to realize that Flaxinrlent doesn't exist and probably couldn't exist knowing what we know about reality. Would it still be appropriate to state "If the whole universe has no Flaxinrlent, we should never have found out that it has no meaning"???

Some people like the struggle. There's an entire industry built off of making money from this human drive in called the Video Game industry after all. Think about all of the games which get lambasted for being too easy, hell just look at the release of Classic WoW where plenty of people are still devoting time to a 15 year old game largely because it required a lot of work to succeed in.

Some people bury themselves in their job, some people bury themselves in work, some people in video games, it's ultimately based on the same drive to achieve something based on a struggle.

Most of those groups reject all parts of blood transfusion. This "artificial" blood only replaces the platelets and red blood cells so would still require plasma and white blood cells for a balanced breakfast.

If a solution to a problem hurts more people than it helps then it's not the correct solution to the problem.

How are those people who were already failed by the terrible education system you mention going to be smart enough to choose a good course of education for their own kids? Or is this just a wordy way of saying, "I'll get mine and forget everyone else"?