One answer, as another person pointed out, is that LLM mistakes are just different. They are less explicable, less predictable, and therefore harder to spot. I can easily anticipate how an inexperienced engineer is going to mess up their first pull request for my project. I have no idea what an LLM might do. Worse, I know it might ace the first fifty pull requests and then make an absolutely mind-boggling mistake in the 51st one.
But another answer is that human autonomy is coupled to responsibility. For most line employees, if they mess up badly enough, it's first and foremost their problem. They're getting a bad performance review, getting fired, end up in court or even in prison. Because you bear responsibility for your actions, your boss doesn't have to watch what you're up to 24x7. Their career is typically not on the line unless they're deeply complicit in your misbehavior.
LLMs have no meaningful responsibility, so whoever is operating them is ultimately on the hook for what they do. It's a different dynamic. It's probably why most software engineers are not gonna get replaced by robots - your director or VP doesn't want to be liable for an agent that goes haywire - but it's also why the "oh, I have an army of 50 YOLO agents do the work while I'm browsing Reddit" is probably not a wise strategy for line employees.
HN sends tens of thousands of views to AI-farmed articles about why AI is good or why AI is bad. These articles get upvoted to the front page literally every day. They don't say anything interesting, but many of us just like having our existing beliefs recited back to us.
So to answer your question, I think we all do, it's just that different audiences have different sets of topics for which they let their guard down.
There is a huge market for content that makes you feel smart without requiring thinking and makes you busy without requiring work. I'm not not saying it's inherently bad. I'm listening to music on my daily commute and it's the same thing: just enjoyable filler so that you can do something other than getting angry at other drivers. The internet just weaponized the formula, and now AI is the equivalent of nuclear weapons I guess.
If someone listens to a couple of minutes of a 30 minute slopfest and nopes away, is that counted as a listen?
Your example of HN sending views to shit is interesting, because I presume a lot of people sometimes click on a link expecting something insightful and is greeted by bullshit. A view is counted, but no meaningful interaction happened.
As I understand Spotify et al may do something a bit more sophisticated, but the traditional model for podcast analytics purely tracks downloads, which could very well be your client auto-downloading a subscribed episode you never play. I don't think anyone actually has visibility of "listens". And the traditional model for ad sales is a creator (or an agent on their behalf) emailing a brand "Hey, we make this podcast which gets X monthly downloads, want to buy an ad read?" I think they usually point to iTunes store rankings to somewhat support these claims but again, iTunes just tracks downloads. (Obviously, this is all rife for fraud.)
In some ways it doesn't really matter because once you've got enough data points you'll know what percentage of views result in an ad click (or whatever) and then you can figure out how many views you need to hit your revenue targets.
Another reason why I often skip them is that for "tech" products, the tours almost never cover how I want to use the product. Instead, they tell me how the vendor wants me to use the product.
Browsers are especially notorious for this. When I get a tour for a new feature, it's almost always just some new, tacked-on junk to disable. "Check out our bundled VPN", "Use Copilot to shop for socks", "You now have more privacy choices" (meaning we opted you into some invasive data-collection feature). I just want to browse the internet.
Yep. And ironically, the most complex software I use - IntelliJ and davinci resolve - don’t have any onboarding at all. They’re great! The makers of resolve have some excellent video tutorials on their website and a manual that is many hundreds of pages long. But it’s up to you to search that stuff out.
agree with your points, but damn, resolve has some strange UI patterns / key combos etc compared to other software i've used.
maybe if you're a video editor coming from years within the field, the metaphors make sense? for me, having mostly done audio stuff, it was a bit of a journey.
i dont think an onboarding thing would be the solution, though
Microsoft is terrible for this in general. Every windows setup involves microsoft accounts and asking you to setup multiple rubbish SaaS like onedrive.
Every EEPROM is basically that, and they're designed for data retention of around 100 years. I imagine it wouldn't be hard - embed two metal plates in glass?
> This seems like an impossible requirement to meet for landlocked countries.
Why? There's plenty of freshwater fish that are farmed around the world. Trout, tilapia, etc.
> It's not enough just to label a country as producer/not producer for a category but rather whether that production is fully stable and internalized in case of disasters/war.
Conversely, many industrialized and wealthy countries can probably shift their production pretty easily. For example, looks like Hungary is doing well on fruit but not on vegetables. This is probably not because it's hard for them to grow vegetables, just that there's no economic incentive to.
Similarly, the two-way legumes / veggies difference between the US and Mexico probably boils down to free-market economics or government subsidies more than to any real agricultural bottlenecks on either side.
No, but mostly for economic reasons. You can farm a whole lot of fish in aquaculture - it's just more expensive than importing wild caught fish.
The numbers look pretty insane, you can raise many tons of fish in relatively small volumes of water (several hundred kg of fish per year per cubic meter). You just gotta build the ponds/tanks/cages, and the infrastructure to filter the water, supply the oxygen and deliver the feed.
Why? If you have the money, the equipment, and the climate, what's stopping you from shifting agricultural production from one good to another on any scale you like? It's often as simple as the government saying "you know what, from now on, we're subsidizing beans instead of corn".
Barring some planetary-scale cataclysm, most of Europe and the US are at no real risk of starving. There are other countries that are at a real risk, but the map doesn't make a clear distinction between "red as a matter of convenience" and "red because they physically can't do it".
There is a difference between 'can produce the food with the climate' and 'should produce the food with the climate'. Comparative advantage crops up yet. Iceland can grow bananas by magma but they are grown slower and have more expensive labor than tropical banana growing countries.
> If you have the money, the equipment, and the climate, what's stopping you from shifting agricultural production from one good to another on any scale you like?
Then we will lack whatever was produced on the place where you those new ponds with huge amount of fish.
This argument does not work, because we are not limited by available space in total agricultural output. Just consider the Netherlands: Second largest food exporter despite the US being >200 times larger.
Most of the richer countries/trade unions have a large meat surplus that could be easily shifted to something else, too.
Fish don't care about soil quality or level ground. If anything fish ponds can benefit from height differences because that allows you to flow water through multiple ponds before pumping it back up
Obviously nations do have limited surface area and creating new agricultural areas for them would be to the detriment of forests and "nature"
> There's plenty of freshwater fish that are farmed around the world
Farmed fish are often fed on fish meal from the ocean - e.g. fish meal made from species that are not eaten by people. Between 5% and 10% of ocean fishing is used for such aquaculture.
Same same as the cattle example in Ireland being fed on imported animal feed.
That's only because that bycatch is almost free of charge in areas with significant ocean fishing fleets.
You can provide the right mix of proteins and fats from algal and insect sources, so this shouldn't be a barrier to increased adoption of fish farming.
(Scaling wastewater and disease management are perhaps greater challenges, but ought not to be intractable either)
All the other points raised in this thread aside, it seems like an odd thing to benchmark because a significant proportion of ER practice is dealing with emergencies, often accidental injuries. There's not a whole of diagnosing going on if you show up to ER with a gash on your forehead or a missing finger.
I've heard this a number of times, but how do you imagine this working?
For every legitimate case of a "diverse set of viewpoints" on some hot-button political issue, you have hundreds of crackpots and trolls who want to talk about free energy, telekinesis, chemtrails, and so on. Do you really want to have 50 versions of the article on gravity to choose from, most of them abject nonsense? Who gets to choose which one is given more prominence? If they're given equal weight, then the crackpots win the numbers game because there might be only 1-2 articles representing mainstream scientific thought versus dozens of "here's what I came up with in the shower".
I don't disagree that Wikipedia has some regrettable biases, but the solution probably isn't "allow all viewpoints". Look at the thread you're commenting on and the amount of whataboutism from single-issue accounts who seem to argue that the US is no different from murderous dictatorships.
Except that taking out fiber won't generally result in a roughly circular shape of lost signals, with the ones still remaining on the fringes giving readings that off the charts.
For me, before I canceled, about 20% of the weekly "Release radar" list was obvious AI slop, with zero indication that it was happening and no way to opt out.
It probably depends on which discovery channel you're using and whether the recommendation algorithm has you pegged as someone willing to try new / less popular bands. But it's definitely an issue on the platform. I never sought AI content and always diligently downvoted it, and it would still keep showing up.
yeah I never use their recommendation playlists, other than the automatic ongoing playlist once an album ends. that generally plays one song by the same artist and then some similar artists which are all real people (annoyingly it tends to choose the same most popular songs for an artist it chooses every single time)
I just find music on sites like p4k, opening bands at shows, or the "similar artists" feature on Spotify which always suggests real people for me, they have convincing photos and often upcoming shows listed so probably not an AI bot
But another answer is that human autonomy is coupled to responsibility. For most line employees, if they mess up badly enough, it's first and foremost their problem. They're getting a bad performance review, getting fired, end up in court or even in prison. Because you bear responsibility for your actions, your boss doesn't have to watch what you're up to 24x7. Their career is typically not on the line unless they're deeply complicit in your misbehavior.
LLMs have no meaningful responsibility, so whoever is operating them is ultimately on the hook for what they do. It's a different dynamic. It's probably why most software engineers are not gonna get replaced by robots - your director or VP doesn't want to be liable for an agent that goes haywire - but it's also why the "oh, I have an army of 50 YOLO agents do the work while I'm browsing Reddit" is probably not a wise strategy for line employees.
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