| ▲ | orev 10 hours ago |
| It’s like weightlifting: sure you can use a forklift to do it, but if the goal is to build up your own strength, using the forklift isn’t going to get you there. This is the ultimate problem with AI in academia. We all inherently know that “no pain no gain” is true for physical tasks, but the same is true for learning. Struggling through the new concepts is essentially the point of it, not just the end result. Of course this becomes a different thing outside of learning, where delivering results is more important in a workplace context. But even then you still need someone who does the high level thinking. |
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| ▲ | frankc 9 hours ago | parent | next [-] |
| I think this is a pretty solid analogy but I look at the metaphor this way - people used to get strong naturally because they had to do physical labor. Because we invented things like the forklift we had to invent things like weightlifting to get strong instead. You can still get strong, you just need to be more deliberate about it. It doesn't mean shouldn't also use a forklift, which is its own distinct skill you also need to learn. It's not a perfect analogy though because in this case it's more like automated driving - you should still learn to drive because the autodriver isn't perfect and you need to be ready to take the wheel, but that means deliberate, separate practice at learning to drive. |
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| ▲ | WorldMaker 8 hours ago | parent | next [-] | | > people used to get strong naturally because they had to do physical labor I think that's a bit of a myth. The Greeks and Romans had weightlifting and boxing gyms, but no forklifts. Many of the most renowned Romans in the original form of the Olympics and in Boxing were Roman Senators with the wealth and free time to lift weights and box and wrestle. One of the things that we know about the famous philosopher Plato was that Plato was essentially a nickname from wrestling (meaning "Broad") as a first career (somewhat like Dwayne "The Rock" Johnson, which adds a fun twist to reading Socratic Dialogs or thinking about relationships as "platonic"). Arguably the "meritocratic ideal" of the Gladiator arena was that even "blue collar" Romans could compete and maybe survive. But even the stories that survive of that, few did. There may be a lesson in that myth, too, that the people that succeed in some sports often aren't the people doing physical labor because they must do physical labor (for a job), they are the ones intentionally practicing it in the ways to do well in sports. | | |
| ▲ | port11 5 hours ago | parent | next [-] | | I can’t attest to the entire past, but my ancestors on both sides were farmers or construction workers. They were fit. Heck, my dad has a beer gut at 65 but still has arm muscles that’ll put me to shame — someone lifting weights once a week. I’ve had to do construction for a summer and everyone there was in good shape. They don’t go to the gym, they don’t have the energy; the job shapes you. More or less the same for the farmers in the family. Perhaps this was less so in the industrial era because of poor nutrition (source: Bill Bryson, hopefully well researched). Hunter gatherer cultures that we still study today have tremendous fitness (Daniel Lieberman). | | |
| ▲ | hn_acc1 an hour ago | parent [-] | | My dad was a machinist, apprenticed in Germany after WW2. Always somewhat overweight (5'9", 225 lbs during his "peak" years), but he could lift guys up by their belt with one arm, and pick up and move 200+ lb metal billets when he got too impatient to wheel the crane over. Even at 85 now, he's probably stronger in his arms than most 60 year olds. But I'm also not saying ALL of his co-workers were that strong, either. |
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| ▲ | thaumasiotes 4 hours ago | parent | prev [-] | | > I think that's a bit of a myth. Why do you think that? It's definitely true. You can observe it today if you want to visit a country where peasants are still common. From Bret Devereaux's recent series on Greek hoplites: > Now traditionally, the zeugitai were regarded as the ‘hoplite class’ and that is sometimes supposed to be the source of their name > but what van Wees is working out is that although the zeugitai are supposed to be the core of the citizen polity (the thetes have limited political participation) there simply cannot be that many of them because the minimum farm necessary to produce 200 medimnoi of grain is going to be around 7.5 ha or roughly 18 acres which is – by peasant standards – an enormous farm, well into ‘rich peasant’ territory. > Of course with such large farms there can’t be all that many zeugitai and indeed there don’t seem to have been. In van Wees’ model, the zeugitai-and-up classes never supply even half of the number of hoplites we see Athens deploy > Instead, under most conditions the majority of hoplites are thetes, pulled from the wealthiest stratum of that class (van Wees figures these fellows probably have farms in the range of ~3 ha or so, so c. 7.5 acres). Those thetes make up the majority of hoplites on the field but do not enjoy the political privileges of the ‘hoplite class.’ > And pushing against the ‘polis-of-rentier-elites’ model, we often also find Greek sources remarking that these fellows, “wiry and sunburnt” (Plato Republic 556cd, trans. van Wees), make the best soldiers because they’re more physically fit and more inured to hardship – because unlike the wealthy hoplites they actually have to work. ( https://acoup.blog/2026/01/09/collections-hoplite-wars-part-... ) --- > Many of the most renowned Romans in the original form of the Olympics and in Boxing were Roman Senators In the original form of the Olympics, a Roman senator would have been ineligible to compete, since the Olympics was open only to Greeks. |
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| ▲ | thesz 9 hours ago | parent | prev | next [-] | | Weightlifting and weight training was invented long before forklifts. Even levers were not properly understood back then. My favorite historic example of typical modern hypertrophy-specific training is the training of Milo of Croton [1]. By legend, his father gifted him with the calf and asked daily "what is your calf, how does it do? bring it here to look at him" which Milo did. As calf's weight grew, so did Milo's strength. This is application of external resistance (calf) and progressive overload (growing calf) principles at work. [1] https://en.wikipedia.org/wiki/Milo_of_Croton Milo lived before Archimedes. | | |
| ▲ | aaronbrethorst 8 hours ago | parent | next [-] | | Dad needs to respect that we need rest days. | | |
| ▲ | thesz 4 hours ago | parent [-] | | Bulgarian Method does not have rest days: https://www.mashelite.com/the-bulgarian-method-is-worth-a-lo... Alexander Zass (Iron Samson) also trained each day: https://en.wikipedia.org/wiki/Alexander_Zass "He was taken as a prisoner of war four times, but managed to escape each time. As a prisoner, he pushed and pulled his cell bars as part of strength training, which was cited as an example of the effectiveness of isometrics. At least one of his escapes involved him 'breaking chains and bending bars'." Rest days are overrated. ;) | | |
| ▲ | hxugufjfjf 3 hours ago | parent [-] | | They are until you get injured, burned out or both and stop training all together. | | |
| ▲ | thesz 2 hours ago | parent [-] | | If you do a single set of half of exercises you need to train each day of the week, rotating these halves, you get 3 and a half sets of each exercise per week. Training volume of Bulgarian Method is not much bigger than that of regular training splits like Sheiko or something like that, if bigger at all. What is more frequent is the stimulation of muscles and nervous system paths and BM adapts to that - one does high percentage of one's current max, essentially, one is training with what is available to one's body at the time. Also, ultra long distance runners regenerate cartilages: https://ryortho.com/2015/12/what-ultra-long-distance-runners... Our bodies are amazing. |
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| ▲ | epiccoleman 4 hours ago | parent | prev | next [-] | | > what is your calf, how does it do? ... it's a calf, dad, just like yesterday | |
| ▲ | gadflyinyoureye 4 hours ago | parent | prev | next [-] | | I looked up the weight of cows from that era. Only about 400 lbs. Seems doable. | |
| ▲ | chairmansteve 6 hours ago | parent | prev [-] | | Milo might have had slaves, the forklifts of his time.... |
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| ▲ | hennell 8 hours ago | parent | prev [-] | | >if the goal is to build up your own strength
I think you missed this line. If the goal is just to move weights or lift the most - forklift away. If you want to learn to use a forklift, drive on and best of luck. But if you're trying to get stronger the forklift will not help that goal. Like many educational tests the outcome is not the point - doing the work to get there is. If you're asked to code fizz buzz it's not because the teacher needs you to solve fizz buzz for them, it's because you will learn things while you make it. Ai, copying stack overflow, using someone's code from last year, it all solves the problem while missing the purpose of the exercise. You're not learning - and presumably that is your goal. |
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| ▲ | kwikiel 8 minutes ago | parent | prev | next [-] |
| Wondering why the obvious solution isn’t applied here - instead of giving already well known problems that have been solved thousand times give students open research opportunities- stuff which is on the edge of being possible, no way to cheat with Ai. And if Ai is able to solve those - give harder tasks |
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| ▲ | imadethis a minute ago | parent [-] | | The same reason we give beginner math students addition and subtraction problems, not Fermat’s last theorem? There has to be a base of knowledge available before the student can even comprehend many/most open research questions, let alone begin to solve them. And if they were understandable to a beginner, then I’d posit the LLM models available today would also be capable of doing meaningful work. |
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| ▲ | jrm4 9 hours ago | parent | prev | next [-] |
| I like this analogy along with the idea that "it's not an autonomous robot, it's a mech suit." Here's the thing -- I don't care about "getting stronger." I want to make things, and now I can make bigger things WAY faster because I have a mech suit. edit: and to stretch the analogy, I don't believe much is lost "intellectually" by my use of a mech suit, as long as I observe carefully. Me doing things by hand is probably overrated. |
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| ▲ | orev 8 hours ago | parent | next [-] | | The point of going to school is to learn all the details of what goes into making things, so when you actually make a thing, you understand how it’s supposed to come together, including important details like correct design that can support the goal, etc. That’s the “getting stronger” part that you can’t skip if you expect to be successful. Only after you’ve done the work and understand the details can you be successful using the power tools to make things. | | |
| ▲ | charcircuit 5 hours ago | parent [-] | | The point of school for me was to get a degree. 99% of the time at school was useless. The internet was a much better learning resources. Even more so now that AI exists. | | |
| ▲ | josephg 3 hours ago | parent [-] | | I graduated about 15 years ago. In that time, I’ve formed the opposite opinion. My degree - the piece of paper - has been mostly useless. But the ways of thinking I learned at university have been invaluable. That and the friends I made along the way. I’ve worked with plenty of self taught programmers over the years. Lots of smart people. But there’s always blind spots in how they approach problems. Many fixate on tools and approaches without really seeing how those tools fit into a wider ecosystem. Some just have no idea how to make software reliable. I’m sure this stuff can be learned. But there is a certain kind of deep, slow understanding you just don’t get from watching back-to-back 15 minute YouTube videos on a topic. | | |
| ▲ | abustamam 3 hours ago | parent [-] | | I think it depends on how they were self taught. If they just went through a few tutorials on YouTube and learned how to make a CRUD app using the shiny tool of the week, then sure. (I acknowledge this is a reduction in self-teaching — I myself am self-taught). But if they actually spent time trying to learn architecture and how to build stuff well, either by reading books or via good mentorship on the job, then they can often be better than the folks who went to school. Sometimes even they don't know how to make software reliable. I'm firmly in the middle. Out of the 6 engineers I work with on a daily basis (including my CTO), only one of us has a degree in CS, and he's not the one in an architecture role. I do agree that learning how to think and learn is its own valuable skill set, and many folks learn how to do that in different ways. |
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| ▲ | bccdee 3 hours ago | parent | prev | next [-] | | > Everyone knows that debugging is twice as hard as writing a program in the first place. So if you're as clever as you can be when you write it, how will you ever debug it? — The Elements of Programming Style, 2nd edition, chapter 2 If you weren't even "clever enough" to write the program yourself (or, more precisely, if you never cultivated a sufficiently deep knowledge of the tools & domain you were working with), how do you expect to fix it when things go wrong? Chatbots can do a lot, but they're ultimately just bots, and they get stuck & give up in ways that professionals cannot afford to. You do still need to develop domain knowledge and "get stronger" to keep pace with your product. Big codebases decay and become difficult to work with very easily. In the hands-off vibe-coded projects I've seen, that rate of decay was extremely accelerated. I think it will prove easy for people to get over their skis with coding agents in the long run. | |
| ▲ | wrs 7 hours ago | parent | prev | next [-] | | OK, it’s a mech suit. The question under discussion is, do you need to learn to walk first, before you climb into it? My life experience has shown me you can’t learn things by “observing”, only by doing. | |
| ▲ | quinnjh 9 hours ago | parent | prev | next [-] | | This analogy works pretty well. Too much time doing everything in it and your muscles will atrophy. Some edge cases will be better if you jump out and use your hands. | | |
| ▲ | WorldMaker 8 hours ago | parent | next [-] | | There's also plenty of mech tales where the mech pilots need to spend as much time out of the suits making sure their muscles (and/or mental health) are in good strength precisely because the mechs are a "force multiplier" and are only as strong as their pilot. That's a somewhat common thread in such worlds. | | |
| ▲ | ekidd 7 hours ago | parent [-] | | Yes. Also, it's a fairly common trope that if you want to pilot a mech suit, you need to be someone like Tony Stark. He's a tinkerer and an expert. What he does is not a commodity. And when he loses his suit and access to his money? His big plot arc is that he is Iron Man. He built it in a cave out of a box of scraps, etc. There are other fictional variants: the giant mech with the enormous support team, or Heinlein's "mobile infantry." And virtually every variantion on the Heinlein trope has a scene of drop commandos doing extensive pre-drop checks on their armor. The actual reality is it isn't too had for a competent engineer to pair with Claude Code, if they're willing to read the diffs. But if you try to increase the ratio of agents to humans, dealing with their current limitations quickly starts to feel like you need to be Tony Stark. | | |
| ▲ | hedgedoops2 7 hours ago | parent | next [-] | | For me the idea of "people piloting mech suits" brings up lost kids, like Shinji from nge. | | |
| ▲ | bitwize 9 minutes ago | parent [-] | | Funny, because I was thinking of Evangelion's predecessor, Gunbuster, in which cadets are shown undergoing grueling physical training both in and out of their mechs to prepare for space combat. |
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| ▲ | bitwize 7 hours ago | parent | prev [-] | | You don't need to be Tony Stark. But, "if you're nothing without the suit then you don't deserve it." |
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| ▲ | specproc 7 hours ago | parent | prev [-] | | I like the electric bike as a metaphor. You can go further faster, but you quickly find yourself miles from home and out of juice, and you ain't in shape enough to get that heavy bugger back. | | |
| ▲ | fragmede 7 hours ago | parent [-] | | As long as we're beating the metaphor... so don't do that? Make sure you charge the battery and that it has enough range to get you home, and bring the charger with you. Or in the LLMs case, make sure it's not generating a ball of mud (code). Refactor often, into discrete classes, and distinct areas of functionality, so that you're never miles from home and out of juice. | | |
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| ▲ | ljm 3 hours ago | parent | prev | next [-] | | If all I know is the mech suit, I’ll struggle with tasks that I can’t use it for. Maybe even get stuck completely. Now it’s a skill issue because I never got my 10k hours in and I don’t even know what to observe or how to explain the outcome I want. In true HN fashion of trading analogies, it’s like starting out full powered in a game and then having it all taken away after the tutorial. You get full powered again at the end but not after being challenged along the way. This makes the mech suit attractive to newcomers and non-programmers, but only because they see product in massively simplified terms. Because they don’t know what they don’t know. | |
| ▲ | storystarling 3 hours ago | parent | prev | next [-] | | The mech suit works well until you need to maintain stateful systems. I've found that while initial output is faster, the AI tends to introduce subtle concurrency bugs between Redis and Postgres that are a nightmare to debug later. You get the speed up front but end up paying for it with a fragile architecture. | |
| ▲ | xnx 6 hours ago | parent | prev | next [-] | | > "it's not an autonomous robot, it's a mech suit." Or "An [electric] bicycle for the mind." Steve Jobs/simonw | |
| ▲ | bitwize 7 hours ago | parent | prev | next [-] | | No, it's not a mech suit. A mech suit doesn't fire its canister rifle at friendly units and then say "You're absolutely right! I should have done an IFF before attacking that unit." (And if it did the engineer responsible should be drawn and quartered.) Mech-suit programming AI would look like something that reads your brainwaves and transduces them into text, letting you think your code into the machine. I'd totally use that if I had it. | |
| ▲ | PKop 8 hours ago | parent | prev [-] | | > I want to make things You need to be strong to do so. Things of any quality or value at least. |
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| ▲ | arghwhat 9 hours ago | parent | prev | next [-] |
| I do appreciate the visual of driving a forklift into the gym. The activity would train something, but it sure wouldn't be your ability to lift. |
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| ▲ | Lerc 7 hours ago | parent [-] | | A version of this does happen with regard to fitness. There are enthusiasts who will spend an absolute fortune to get a bike that is few grams lighter and then use it to ride up hills for the exercise. Presumably a much cheaper bike would mean you could use a smaller hill for the same effect. | | |
| ▲ | arghwhat 6 hours ago | parent [-] | | From an exercise standpoint, sure, but with sports there is more to it than just maximizing exercise. If you practice judo you're definitely exercising but the goal is defeating your opponent. When biking or running you're definitely exercising but the goal is going faster or further. From an an exercise optimization perspective you should be sitting on a spinner with a customized profile, or maybe do some entirely different motion. If sitting on a carbon fiber bike, shaving off half a second off your multi-hour time, is what brings you joy and motivation then I say screw it to further justification. You do you. Just be mindful of others, as the path you ride isn't your property. |
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| ▲ | treetalker 8 hours ago | parent | prev | next [-] |
| Misusing a forklift might injure the driver and a few others; but it is unlikely to bring down an entire electric grid, expose millions to fraud and theft, put innocent people in prison, or jeopardize the institutions of government. There is more than one kind of leverage at play here. |
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| ▲ | pjc50 8 hours ago | parent | next [-] | | > Misusing a forklift might injure the driver and a few others; but it is unlikely to bring down an entire electric grid That's the job of the backhoe. (this is a joke about how diggers have caused quite a lot of local internet outages by hitting cables, sometimes supposedly "redundant" cables that were routed in the same conduit. Hitting power infrastructure is rare but does happen) | | |
| ▲ | _whiteCaps_ 7 hours ago | parent [-] | | At my last job we had the power taken out by a backhoe. It was loaded onto a trailer and either the operator forgot to lower the bucket, or the driver drove away before he had time to lower it. Regardless of whose fault it was, the end result was the bucket snagged the power lines going into the datacentre and caused an outage. |
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| ▲ | yetihehe 8 hours ago | parent | prev [-] | | > but it is unlikely to bring down an entire electric grid Unless you happen to drive a forklift in a power plant. > expose millions to fraud and theft You can if you drive forklift in a bank. > put innocent people in prison You can use forklift to put several innocent people in prison with one trip, they have pretty high capacity. > jeopardize the institutions of government. It's pretty easy with a forklift, just try driving through main gate. > There is more than one kind of leverage at play here. Forklifts typically have several axes of travel. | | |
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| ▲ | MyHonestOpinon 2 hours ago | parent | prev | next [-] |
| Thanks for the analogy. But I think students may think to themselves:"Why do I need to be stronger if I can use a forklift?" |
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| ▲ | boilerupnc 7 hours ago | parent | prev | next [-] |
| I feel like the aviation pilot angst captured by "automation dependency" and the fears around skills loss is another great analogy. [0] [0] https://eazypilot.com/blog/automation-dependency-blessing-or... |
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| ▲ | hyperpape 9 hours ago | parent | prev | next [-] |
| How seriously do you mean the analogy? I think forklifts probably carry more weight over longer distances than people do (though I could be wrong, 8 billion humans carrying small weights might add up). Certainly forklifts have more weight * distance when you restrict to objects that are over 100 pounds, and that seems like a good decision. |
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| ▲ | burkaman 9 hours ago | parent | next [-] | | I think it's a good analogy. A forklift is a useful tool and objectively better than humans for some tasks, but if you've never developed your muscles because you use the forklift every time you go to the gym, then when you need to carry a couch up the stairs you'll find that you can't do it and the forklift can't either. So the idea is that you should learn to do things by hand first, and then use the powerful tools once you're knowledgeable enough to know when they make sense. If you start out with the powerful tools, then you'll never learn enough to take over when they fail. | | |
| ▲ | bluGill 8 hours ago | parent | next [-] | | A forklift can do things no human can. I've used a forklift for things that no group of humans could - you can't physically get enough humans around that size object to lift it. (of course levers would change this) | |
| ▲ | AlexandrB 5 hours ago | parent | prev [-] | | Yeah, it's a great analogy. Pushing it even further: a forklift is superhuman, but only in specific environments that are designed for it. As soon as you're off of pavement a forklift can't do much. As soon as an object doesn't have somewhere to stick the forks you need to get a bunch of other equipment to get the forklift to lift it. |
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| ▲ | _flux 9 hours ago | parent | prev | next [-] | | You're making the analogy work: because the point of weightlifting as a sport or exercise is to not to actually move the weights, but condition your body such that it can move the weights. Indeed, usually after doing weightlifting, you return the weights to the place where you originally took them from, so I suppose that means you did no work at in the first place.. | | |
| ▲ | TeMPOraL 8 hours ago | parent [-] | | That's true of exercise in general. It's bullshit make-work we do to stay fit, because we've decoupled individual survival from hard physical labor, so it doesn't happen "by itself" anymore. A blessing and a curse. |
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| ▲ | antod 2 hours ago | parent | prev [-] | | I feel we are on the cusp of a new era... Civil Engineering bridge analogies about to be replaced by forklift analogies. |
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| ▲ | _heimdall 8 hours ago | parent | prev | next [-] |
| The real challenge will be that people almost always pick the easier path. We have a decent sized piece of land and raise some animals. People think we're crazy for not having a tractor, but at the end of the day I would rather do it the hard way and stay in shape while also keeping a bit of a cap on how much I can change or tear up around here. |
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| ▲ | ModernMech 4 hours ago | parent | prev | next [-] |
| I've been showing my students this video of a robot lifting weights to illustrate why they shouldn't use AI to do their homework. It's obvious to them the robot lifting weights won't make them stronger. https://www.youtube.com/watch?v=Be7WBGMo3Iw |
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| ▲ | wklm 7 hours ago | parent | prev | next [-] |
| I like the weightlifting parable! |
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| ▲ | stackedinserter 9 hours ago | parent | prev [-] |
| Unlike weightlifting, the main goal of our jobs is not to lift heavy things, but develop a product that adds value to its users. Unfortunately, many sdevs don't understand it. |
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| ▲ | burkaman 8 hours ago | parent [-] | | Yes but the goal of school is to lift heavy things, basically. You're trying to do things that are difficult (for you) but don't produce anything useful for anyone else. That's how you gain the ability to do useful things. | | |
| ▲ | bluGill 8 hours ago | parent | next [-] | | Even after school, you need to lift weights once in a while or you lose your ability. I wouldn't want to write raw bytes like Mel did though. Eventually some things are not worth getting good at. | | |
| ▲ | stackedinserter 8 hours ago | parent [-] | | Let's just accept that this weight lifting metaphor is leaky, like any other, and brings us to absurds like forklift operators need to lift dumbbells to keep relevant in their jobs. | | |
| ▲ | bluGill 8 hours ago | parent [-] | | Forklift operators need to do something to exercise. They sit in the seat all day. At least as a programmer I have a standing desk. This isn't relevant to the job though. |
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| ▲ | stackedinserter 8 hours ago | parent | prev [-] | | I kinda get the point, but why is that? The goal of school is to teach something that's applicable in industry or academia. Forklift operators don't lift things in their training. Even CS students start with pretty high level of abstraction, very few start from x86 asm instructions. We need to make them implement ALU's on logical gates and wires if we want them to lift heavy things. | | |
| ▲ | lostdog 8 hours ago | parent [-] | | We begin teaching math by having students solve problems that are trivial for a calculator. Though I also wonder what advanced CS classes should look like. If they agent can code nearly anything, what project would challenge student+agent and teach the student how to accomplish CS fundamentals with modern tools. | | |
| ▲ | burkaman 6 hours ago | parent [-] | | In one of my college classes, after you submitted your project you'd have a short meeting with a TA and/or the professor to talk through your solution. For a smaller advanced class I think this kind of thing is feasible and can help prevent blind copy/pasting. If you wrote your code with an LLM but you're still able to have a knowledgeable conversation about it, then great, that's what you're going to do in the real world too. If you can't answer any questions about it and it seems like you don't understand your own code, then you don't get a good grade even if it works. As an added bonus, being able to discuss your code with another engineer that wasn't involved in writing it is an important skill that might not otherwise be trained in college. |
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