Are language models like Gemini or ChatGPT leveraging complex code or is the technological advance based on aggregating and processing data?

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Speaking to the Advance Gemini AI, I can’t help but feel I’m no longer interacting with a language model. It seems to form analysis and share opinions in a way that is unreal. I’m trying to understand the underlying tech and understand the level of complexity. Was the barrier till now related to the ability to write code or is it more that we’ve now hit the critical mass in terms of data collection and technological ability in processing?

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Anonymous 0 Comments

Okay let me try an actual explain like I’m five:

Older chatbots that you might remember from years ago were based more on programmers being very clever about telling the bot how to respond to super common things. So if you said “hi” to it, the bots actually programming would look through a list of programmed responses and say “oh hello!” Or enough variations of it that it felt like it was coming up with the response in its own. With time, those bots got more and more complex in order to handle different questions, but at the end of the day, each response was carefully written by SOMEBODY and stored in a database of responses.

As it seems that you’re aware, the new chatbots work entirely differently that nobody pre-wrote the response. Instead it works by constantly determining what the next word should be as it constructs its sentence, taking the context of everything you’ve asked it so far and what the question is. It’s sort of like the autocomplete on your phone except for way more calculated and precise.

The way it determines what’s the most likely word to say next to sound smart is by referring to all of its training, which is essentially studying what real humans have often said on the entire internet. So ultimately you get a chatbot that sort of echoes what most people have said in the past in the way that most people communicate on the internet. And the result is PRETTY GOOD, maybe even surprisingly good. In fact, it’s so surprisingly good that now a lot of scientists are taking it super seriously as a huge discovery that might lead to something that is purposefully intelligent. As of now, most scientists are considering chatgpt and other similar chatbots as a major stepping stone to true AI, but not really AI for real. Sort of like a really really cool party trick.

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