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It does seem like a problem that these tools depend on humans to create new information that they can regurgitate and that they’re creating the economic conditions that will make those people even rarer than they already are

I do think some people really are weirdly ignoring the whole “LLMs can’t go out into the world and collect information that a human hasn’t already recorded and put on the internet” thing

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If scraping is going to be allowed without regards to IP laws then we will just increasingly see locked down data made available only to subscribers and licensees. Everything will become silo’d in the future.

Ag sci tech: nobody has built a robot that'll go collect soil samples for nearly as cheap as my hourly rate. And I'll adjust sampling locations on the fly based on years of training and experience, for no additional cost, because that's how human brains work!

Ah, sweet sweet memories of testing our first crop literally on the field, plant by plant with an eppendorf tube and a BB because we couldn't afford a gene that would screen properly, so we had to use little strips like a pregnancy test and guess how many gene copies were had.

I was not involved in designing the strips... Must have been an oligo bound to a gold bead? As dark band meant diploid, great, light meant haploid, no band meant wt so pull the plant.

I would say almost all people are ignoring (or completely unaware of) that fact. So much hype around how AI is going to make new discoveries and no, it is not. It is a club DJ mixing existing songs together.

One of the things even I, a confessed weather geek, didn't really appreciate until I started following a storm chasers closely is how many radar holes and how thin the radar coverage we have actually is. People just take it for granted but they're a massive investment just to set up and keep running

Computing power has gotten much cheaper over time, but there's a physical limit to that, and we are approaching it. So that input is not going to get significantly cheaper IMO. Also, AI will be poisoned by its own waste products (AI slop)

It is a common working solution in tech to use "mechanical turk" as a strategy in the handwave-y sense that you'll eventually automate it. See: all these stories of LLMs actually using cheap labor in <country> to manually process data. Also see: the Amazon service literally called Mechanical Turk.

The people who use LLMs for travel planning are already running into this in that those LLMs can only exploit info a human has ready put into an accessible online system, and travel information is inherently constantly volatile and shifting

And currently LLMs seem to be depending on travel bloggers and online reviews but as they’re already killing travel bloggers businesses and I suspect that online reviews are declining rapidly…

I have not used AI travel agents, but I do struggle from the travel planning version of writer's block. I am terrible about planning ahead and often book hotels the night before for major trips. I can see a text based feedback prompt helping with "writer's block"

Especially for travel to places that are generally fine but can get scary fast. I do a lot of work in Kingston, Jamaica which is a great city and so much fun, but whoa buddy I would not take advice from an LLM about where to go.

The self-pwning delusion of people like Musk and Kalnick is that somewhere in that mountain of data is a connection someone has missed, but LLMs can, with their massive connectivity of words alone, ferret out the one detail that grants FTL, or immortality, or a true moral basis for selfishness.

The precedent is mathematics. Modern mathematicians use highly diverse and seemingly unconnected parts of the discipline to craft proofs, like using hyperdimensional geometry as a foundation for Fermat's Last Theorem. They think there's something like that in physics or biology.

They could be right! If it's there, it's buried in a megaton of bullshit, a vast diet of failed approaches, pseudoscience, and even fanfiction. They'll waste billions of life-hours and burn our atmosphere looking for it, because it's shiny and chirpy, while basic research is grubby and takes people.

Discussed this recently. My buddy codes & told me AI will take over EVERYTHING. Because it codes really well. I said that it codes well because computer guys write what they know into AI & that it’s shit on anything that’s not already written. I could see that he’d legit never considered this.

The biggest limitation of LLMs is that the data ingestion rate they require to maintain relevance is greater than the rate humans produce data. They gobbled up all the information on the internet and need another internet's worth of new data NOW

It's extremely dependent on that in the real world, but also just in the computer world, we still have to send in crash reports and explain what happened when an app crashes, and then the app companies don't have enough people to even solve these problems.

I mean, you’re 50/50 on this, I think. Anything that does exist in online readable form, an LLM can consume, and their existence relies on us having done that to all relevant info consistently for 2 decades. However, they’re killing the incentive systems that made us do that so the future is unclear

yes that’s in fact exactly what I’ve been saying: lots of information in the world does not exist in online readable form and LLMs have no mechanism for collecting that information