Once you’ve trained your large language model on the entire written output of humanity, where do you go? Here’s Ilya Sutskever, ex-OpenAI, admitting to Reuters that they’ve plateaued: [Reuters] Th…
LLMs are quite impressive as chatbots all things considered. The conversations with them are way more realistic and almost as funny as the ones with the IRC markov chain my friend made as a freshman CS student.
Of course, out bot's training data only included the IRC channel's logs of a few years and the Finnish Bible we later threw in for shits and giggles. A training set of approximately zero terabytes in total.
LLMs are less a marvel of machine learning algorithms (though I admit they might play a part) and more one of data scraping. Based on their claims, they have already dug through the vast majority of publicly accessible world wide web, so where do you go from there? Sure, there are a lot of books that are not on the web, but feeding them in the machine is about as hard as getting them on the web to begin with.
I am a firm realist. I'd like to point out two things.
There are two sides: the anti-corpo leftists of Lemmy, and the hyper "where do we sign" neo liberals of reddit.
Lemmy Leftists are sure Google will literally just evaporate tomorrow, and the neo liberals are sure that the singularity has already happened and will be revealed for Christmas.
The truth is probably somewhere in the middle. Google literally cannot evaporate, and they are also probably struggling to improve their models. They will probably find ways to slowly improve them over time, at a reasonable rate.
I am a firm realist. There are two sides: the anti-corpo leftists of Blade II, and the hyper “where do we sign” neo liberals of Battlefield Earth.
Blade II Leftists are sure nighttime is literally just yellow color grading except when it’s blue or they forget to do it at all, and the neo liberals are sure that you tilt the camera and the more you tilt the camera the better the movie is.
The truth is probably somewhere in the middle. John Travolta literally cannot evaporate, and he is also probably struggling to improve his filmmaking. He will probably find ways to do both fucked up color grading and what he thinks are Dutch angles, but in a more subtle way.
And then Del Toro will probably send him a box of shit or live bees for Christmas.