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My kids and their friends say “search it up”. I have no idea if that’s representative of the tween/teen population. But google as a verb will likely die on its own. It’s been a while since I’ve xeroxed anything.

Doesn't the fact that it's general purpose warrant a new term? It's partly that it doesn't need to be trained, but it's also able to play games based on game state, I'd imagine it would be hard to train a classifier to do something like this because you'd need to represent a good distribution of all the states. The general purpose llm world understanding underneath it allows for this.

I've used it to do web research where it follows the most appropriate links, decides what to record in state, etc. I struggle to see how you could implement something with a classifier. That said, I have no idea how deep the technology is and it might be replaced with open source pretty quickly since its drafting of the frontier models and the open source models seem almost as good.

I like the term decision model and I think it's warranted.


> I'd imagine it would be hard to train a classifier to do something like this because you'd need to represent a good distribution of all the states

Yes, one general classifier would be very hard to train. However, you can create a sort of ensemble of classifiers, each trained in different tasks

I’m currently experimenting with this. So far I’ve combined classifiers for 13 different datasets, my target is 95 (the ones Laya used for training)


outside of ML, for normies i mean, classifier models are supposed to be general purpose. Like I don't think we say segmentation model to do X. In ML, we know of their constraints so we usually say classifier models trained to do X.

Not complaining that decision models are a better term though.


There are social sharing functions and then there are algorithmic feedback loops that induce doomscrolling. Pretty sure it’s technically feasible to have one without the other.

The question to me is, with enough content and a powerful enough recommendation algorithm trained with enough eyeballs can short form videos be considered addictive in a clinical sense? If so what are the deleterious effects of the addiction? Should it be regulated?

I’m all for freedom, but we regulate drugs because we deem them bad for society.


Whats going to happen when we have misanthropic model?

You think Microsoft does a joint venture with them and it gets named MSAnthropic à la MSNBC?

Hitchhikers Guide to the Galaxy.

"I think you ought to know I'm feeling very depressed."


I read it as the liberal elite hate young men... so damaging them is a good thing.


I think you're misinterpreting a very specific messaging mission the neo-liberals went on. They promoted a particular brand of "feminism" to get Hillary Clinton elected. This is no longer part of their platform, and it's no longer needed as it turns out Islamaphobia, Epstein and AIPAC (and similar endeavours) were better control levers that transcend party lines. Gaza is destroyed and we're at war with Iran, mission accomplished, if not delayed a bit.


you missed the "for you"


In case anyone missed it, tptacek is saying that ai is different than just a tool. Tool analogies are not good.

A better analogy is, now you have what seems like an increasingly intelligent personal assistant that can do any cognitive work that you ask it to do, to increasingly better result, has retrograde amnesia, no accountability, entirely middle of the road morality, access to the internet... eh this isn't really a good analogy either.


Don't forget that when you're using it in your own domain you can at least catch its many mistakes and hallucinations, but "Citizen Devs" aren't going to have a knowledge base to do that.


I often wonder whether computer programmer said these kinds of things about spreadsheets, and how mere office workers would never have the knowledge base to build serious programs with them. Remember, before Visicalc, every spreadsheet was a program built by a computer programmer.


How about anything that tracks the user's behavior and changes its output based on that behavior specific to that user. If I have a table somewhere in my software that identifies a user and references behavior, not intentional settings, just behavior and that is used to determine what the software does. Make that illegal and a lot of problems go away. To me it is this feedback loop that is insidious.


Just pass that through a third llm.


Correct, that has been prophesied by scripture:

"Thou shalt have three layers of LLMs, no more, no less. Three shall be the number thou shalt have, and the number of the counting of the LLM layers shall be three."


Four is right out


> Once the number three, being the third number, be reached, then lobbest thou thy Holy LLM of Antioch towards thy task, who, being naughty in My sight, shall snuff it.


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