• space@lemmy.dbzer0.com
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    9 months ago

    With all the recent hype around AI, I feel that a lot of people don’t understand how it works and how it is useful. AI is useful at solving certain types of problems that are really difficult using traditional programming, like finding patterns that aren’t obvious to us.

    For example, object recognition is about finding patterns in images. Our brains are great at this, but writing a computer program capable of taking pixels and figuring out if the pattern is there is very hard.

    Even if AI is sometimes going to misclassify objects, it can still be useful. For example, in a factory you can use AI to find defects in the production line. Even if you don’t get it perfect, going from 100 defects per 1M products to 10 per million is a huge difference and saves the factory a lot of money.

    • Scrubbles@poptalk.scrubbles.tech
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      9 months ago

      Agree, but the joke to me is business folks thinking AI is a miracle and they can just shove it everywhere to print money. Where us devs know what you mean, and would like to add it in where it makes sense. Business thinks it’s ready to replace us.

      • sj_zero@lotide.fbxl.net
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        9 months ago

        The key to “AI” is having a human there to take algorithms and apply them to the right problems.

        This is what most people don’t understand because many of the demos are quite impressive and narrowly tailored to prevent the fact from being obvious unless you know what you’re looking for.

    • LarmyOfLone@lemm.ee
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      9 months ago

      Most useful application so far seems to have been to predict protein folding. Have to check up on that, it should allow to cure all sorts of bad things.

  • hansl@lemmy.world
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    9 months ago

    So are we not calculating the amount of training the junior dev took?

    • Prunebutt@slrpnk.net
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      9 months ago

      I don’t think that not educating people is an option. Even in the highly unlikely case that every job is hypothetically taken over by “AI”: humans like to learnand hone their skills.

        • Prunebutt@slrpnk.net
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          9 months ago

          Why? Deploying or not deploying so-called AI is a choice we, as a society can make. The only reason why LLMs are pushed so hard by the industry is because some corporate gouls think that they can save money on labour with it.

  • superterran@discuss.online
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    9 months ago

    LLM costs $20 a month and needed only 60 hours of training, junior dev has been at it for years, costs as much for a half hour, and still needed me to repeatedly explain what a rectangle is

    • activ8r@sh.itjust.works
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      9 months ago

      If you’re paying someone $40 an hour who doesn’t know what a rectangle is then I think you’re the problem.

      • Nomecks@lemmy.ca
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        9 months ago

        The problem is that he’s paying $40 an hour and for that you only get someone who knows what a ਆਇਤਕਾਰ is.

      • superterran@discuss.online
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        9 months ago

        I’ve just worked for agencies that hire juniors and outsource. If you’ve seen what I’ve seen you’d change your tune

  • Treczoks@lemm.ee
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    9 months ago

    One key point here is: While you actually can replace a bunch of junior developers with AI in some places, any replaced junior developer will never become a senior developer that cannot be replaced by the AI because he/she is basically experince on two legs.

    So, corporations, don’t complain about the lack of experienced, senior personnal because YOU have been the main reason they don’t exist.

  • Prunebutt@slrpnk.net
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    9 months ago

    To all the decaf haters: If you drink decaf, you actually like the taste of coffee without needing the caffeine. That’s someone with taste, in my book.

      • Kata1yst@kbin.social
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        9 months ago

        Yeah, well for many of us it’s decaf or no coffee due to health issues. You acting like it’s a foolish, childish thing is just tribalism/elitism.

        And for what it’s worth, I’d put my decaf vs your coffee in a heartbeat. A good roaster with quality beans is great coffee, decaf or no. Just like Hoffman said.

          • Prunebutt@slrpnk.net
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            9 months ago

            People needing to limit their caffeine intake because o health issues is a “stretch”? O.o

              • Kata1yst@kbin.social
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                9 months ago

                You sincerely think you have a better grasp on coffee than James Hoffmann?

                Much more likely you haven’t tried good decaf from a good roaster, tried a blind tasting, or your preparation is seriously flawed.

                • NeverNudeNo13@lemmings.world
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                  9 months ago

                  I’m a huge fan of James Hoffman… I don’t think anyone alive understands coffee better than he does.

                  I live in a US Coffee Capital…

                  I make brilliant decaf for my pregnant wife.

                  My preparation is flawless in drip and espresso

                  You guys really don’t understand subjectivity or sarcasm and are filling in a ton of the blanks.

              • mnemonicmonkeys@sh.itjust.works
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                9 months ago

                Like I said, you didn’t watch the video. Hoffmann clearly stated that decaf coffee can be made well. It is a documented fact that he said that, no subjectivity required.

                So how is the other person “stretching” when they claimed he said it?

          • Prunebutt@slrpnk.net
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            9 months ago

            “Blasphemy” is not really something I would consider a term that’s commonly used to express subjective opinions.

            • NeverNudeNo13@lemmings.world
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              9 months ago

              That’s because words on their own all have definitions. The subjectivity is created contextually. I swear it feels like I’m talking to a bot.

              • Prunebutt@slrpnk.net
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                9 months ago

                No need to get insulting, ma nude. Still not sure in what world your statement could be regarded as subjective in intend. Please, enlighten me.

                • NeverNudeNo13@lemmings.world
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                  9 months ago

                  Opinions, such as “all methods of decaffeinating coffee are blasphemy” are subjective in their very nature. What makes this more obvious is that the definition of blasphemy is entirely subjective and can’t even begin to be assessed objectively until at very minimum a religious dogma is declared for the basis of evaluation.

      • mnemonicmonkeys@sh.itjust.works
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        9 months ago

        Dude, you clearly didn’t even watch the first 30 seconds of the video because it contradicts what you say from the start

        • NeverNudeNo13@lemmings.world
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          9 months ago

          How do you gather? You think there isn’t many ways to decaffeinate beans or that some of them aren’t gross? Or that most ways used to decaffeinate beans doesn’t make the coffee taste bad?

          These are the very points James makes in the first 2/3rds of the video.

          The only point that he and I might delaminate on was that all decaf is blasphemous, and that’s a stretch because he never talks about the religious criminality of drinking coffee?

          Why do you think I would offer a video to people about decaf that I didn’t watch? Hint: I don’t hate decaf coffee.

    • EvolvedTurtle@lemmy.world
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      9 months ago

      I think it’s stilly for anyone to impose there way of coffee consumption onto anyone

      I like my caffeine, mainly because I have a literal caffeine addiction

      But I also keep around some decaf in case I have a random coffee craving at like midnight

  • Overzeetop@lemmy.world
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    9 months ago

    You could say the same for a finite element model. A junior engineer with just 4 years of training can solve, explicitly, the deflection at the center of a slender, simple-simple beam of prismatic section and produce an exact (if slightly incorrect) answer. Building a FEM of the same can solve the problem and take longer (to make the model) with similar accuracy, both of which are good enough for design work.

    Only a fool wouldn’t have a FEM around though, as it can solve problem that would take centuries for a human to solve. They may as well make a cartoon with the child digging a 3” hole in beach sand and then showing a backhoe making a jagged edged hole of the same size.

    • explodicle@local106.com
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      9 months ago

      Part of the reason this is a great example is you can easily calculate the maximum stress of an I-beam IFF you know where to find the simple formula. Even a dense FEA mesh will always give an answer like 3x4=11.9974, it’s worse. The education is how you know which formula to use.

  • 9point6@lemmy.world
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    9 months ago

    This looks more like a floating point issue than a mistake an LLM would make

    • Cosmicomical@kbin.social
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      9 months ago

      There are no LLMs involved in this picture, to train an llm you’d need 100x the training data. The panel is about a normal ML model.

    • CodeMonkey@programming.dev
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      9 months ago

      But a floating point issue is the exact type of issue a LLM would make (it does not understand what a floating point number is and why you should treat them differently). To be fair, a junior developer would make the same type of mistake.

      A junior developer is, hopefully, being mentored by more senior coworkers who are extra careful with code reviews and would spot the bug for the dev. Machine generated code needs an even higher level of scrutiny.

      It is relatively easy to teach a junior developer to write code that is easy to read and conforms to the teams style guide.