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InitialsDiceBearhttps://github.com/dicebear/dicebearhttps://creativecommons.org/publicdomain/zero/1.0/„Initials” (https://github.com/dicebear/dicebear) by „DiceBear”, licensed under „CC0 1.0” (https://creativecommons.org/publicdomain/zero/1.0/)S
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469
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1 yr. ago

  • Hey fam what's up. As a researcher, here's how I'd go about looking into this.

    First, go to scholar.google.com and type in what you're interested in: in this case "neuro-symbolic AI." A bunch of papers show up with titles like "Neuro-symbolic artificial intelligence: a survey" and "Neuro-symbolic approaches in artificial intelligence". Some of them are a couple years old but don't be worried about this.

    Start looking the papers over. Don't be freaked out if they look complicated, at this stage we're not going to read them end-to-end. Basically you want to start learning things like: (1) key concepts and terminology, (2) active research areas, (3) people/labs investigating this, (4) journals/conferences that focus on this, (5) commonly used software packages and toolkits, or implementations associated with a paper/result. If you're serious about this, you will start taking notes.

    Here's how to read a research paper: look very closely at the Abstract, Introduction, and Conclusions. Skim the rest to see what's there (and whether it's worth reading closely later.) Do this to a bunch of research papers. Take notes about numbers 1-5 above. Number 1 and 2 will help you understand the field, number 3 and 4 will help you find the very latest research (look up the web pages of people/labs/conferences), and number 5 will give you the tools to reproduce their work and extend it. If you don't understand the presupposed knowledge behind concepts and terminology, look it up on the web or in a textbook - this may take a while at first, but it's an investment. Look for people to talk to about this, either online or in person.

    As you do this reading, look for questions, directions, or implementations that particularly interest you. Then start looking for more papers focused on that. i.e. do more google scholar searches, or look up what researchers or conferences are dealing with that topic of interest. Start playing around with software packages cited, and implementations associated with research. If you keep pushing on this, you will start asking questions that no-one has worked on yet - at this point it's a great idea to write things down and upload them to arxiv, ideally partnering with someone already in the field.

    If you do the above, you will be doing research in the same way as an advanced Master's student or beginning PhD student. Good luck. Please don't become just another corporate drone, but wtf it's up to you.

  • Oh, that makes sense.... I wonder if that's why yours broke? Maybe it was designed for thin branches and pines, and you were using it for something else?

  • Where I grew up in Central America, machetes were pretty commonly worn/used out in the countryside. AFAIK they were always shaped like your new one. FWIW Home Depot calls your old one a "Shearing Knife" and a "Christmas Tree Knife". idk why.

  • I used to love that guy's stuff in high school. Now I don't get much out of a re-read.

  • It is important that we observe humanity, that we may less noticeably walk in the midst of it. By comparing notes, we maximize our observations.

  • Normal people don’t need a phone to pass the time.

    weirdly enough they do. when I go to pick up some take-out food, every other MFer waiting along with me is pulling out a phone and staring at it.

  • A lot of gyms and physical therapists have them, sometimes they're called "yoga balls" if you want to try one out. Just make sure you have something/someone to hold on to while you're trying it.

    Some are advertised as "anti-burst" meaning if it breaks it's more likely to slowly deflate rather than pop - iirc bc it's made of thicker material. I had one of those and used it to sit on sometimes - it was fun but I ended up going with another chair.

  • "FCK NZS"!

  • Agreed, narrowed eyes mean they trust you. Ears back would mean anger, those ears look relaxed. Yet all cats are different and if OP says they're angry presumably there's a reason why. Maybe the cat's tail is twitching? If so I think this expression is more like "exasperated about something annoying done by a loved one" and they're dealing with it by retreating to a space that feels comforting and that is close to the loved one. If a cat stares at you, it usually means something related to you. So I'd guess the cat is saying: "I love you even though you're being really annoying right now."

  • The window's open and I can hear the birds singing outside. Yes, I recommend it.

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  • Well if there's one thing I've learned from your work, it's that tech is an unforgiving and often coldly adversarial wilderness but it is survivable with allies and just the right code.

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  • So glad I found your posts again while sdf is down!!?!