Here's the thing. When someone tells you something that is important. Don't just believe them. Verify it with multiple sources. This was good advice before llms, and it's good advice after them. The people who complain that llms will make everyone dumb are actually just telling the world about themselves. They are telling the world that they are the kind of person who just goes around looking for sources that they can mindlessly believe without verifying. Quit being like that. Change the way you are on a personal level, and you will quit worrying about llms making everyone stupid. There are very many people who don't share your concern because they are already used to not being believers. Llms make life easier for people who are routinely brainstorming and looking for new ideas and want to hear things explained in various ways.

Thanks! That's so cool

Yesterday's AI is today's normal technology, this is just what keeps happening. Some people just keep forgetting how rapidly things are changing.

You'll join this "cult" once the masses do, just like you have been doing all along. Some of us are just out here a little bit in the future. You will be one of us when you think it becomes cool, and then you will self-righteously act like you were one of us all along. That's just what weak-minded followers do. They try to seem like they knew all along where the world was headed without ever trying to look ahead and ridiculing anyone who does.

Sure, I have no problem with that.

I think there may be some confusion about how much energy it takes to respond to a single query or generate boilerplate code. I can run Llama 3 on my computer and it can do those things no problem. My computer would use about 6kWh if I ran it for 24 hours, a person in comparison takes about half of that. If my computer spends 4 hours answering queries and making code then it would take 1kWh, and that would be a whole lot of code and answers. The whole thing about powering a small town is a one-time process when the model is made, so to determine if that it worth it or not it needs to be distributed over everyone who ends up using the model that is produced. The math for that would be a bit trickier.

When compared to the amount of energy it would take to produce a group of people that can do question answering and code writing, I'm very certain that the ai model method is considerably less. Hopefully, we don't start making our decision about which one to produce based on energy efficiency. We may, though, if the people that choose the fate of the masses sees us like livestock, then we may end up having our numbers reduced in the name of efficiency. When cars were invented, horses didn't end up all living in paradise. There were just a whole lot less of them around.

This is an issue with many humans I've hired, though. Maybe they try to cut corners and do a shitty job, but I occasionally check, if they are bad at their job, I warn them, correct them, maybe eventually fire them. For lots of stuff, AI can be interacted with in a very similar way.

This is so similar to many people's complaints with self driving cars. Sure, accidents will still be had, they are not perfect, but neither are human drivers. If we hold AI to some standard that is way beyond people then yes, it's not there, but if we say it just needs to be better than people, then it is there for many applications, but more importantly, it is rapidly improving. Even if it was only as good as people at something, it is still way cheaper and faster. For some things, it's worth it if it isn't even as good as people yet.

I have very little issues with hallucinations anymore, when I use an LLM to get anything involving facts, I always tell it to give sources for everything, and i can have another agent independently verify the sources before i see them. Often times I provide the books or papers that I want it to specifically source from. Even if I am going to check all the sources myself after that, it is still way more efficient then if I did the whole thing myself. The thing is, with the setups I use, I literally never have it make up sources anymore. I remember that kind of thing happening back in the days when AI didn't have internet access, and there really weren't agents yet. I realize some people are still back there, but in the future(that many of us are in) its basically solved. There is still logic mistakes and such, that stuff can't be 100% depended on, but if you have a team of agents going back and forth to find an answer, then you pass it to another team of agents to independently verify the answer, and have it cycle back if a flaw is found, many issues just go away. Maybe some mistakes make it through this whole process, but the same thing happens sometimes with people.

I don't have the link on hand, but there have been studies done that show gpt3.5 working in agentic cycles perform as good or better than gpt4 out of the box. The article I saw that in was saying that basically there are already people using what gpt5 will most likely be just by using teams of agents with the latest models.

Yeah, you are definetly onto something there. If you are interested in checking out the current state of this, it is called "AutoGen". You can think of it like a committee of voices inside the bots head. It takes longer to get stuff out, but it is much higher quality.

It is basically a group chat of bots working together on a common goal, but each with their own special abilities(internet access, apis, code running ability..) their own focuses, concerns, etc. It can be used to make anything, most projects now seem to be focused on application development, but there is no reason why it can't be stories, movie scripts, research papers, whatever. For example, you can have a main author, an editor that's fine-tuned on some editing guidelines/books, a few different fact checkers with access to the internet or datasets of research papers (or whatever reference materials) who are required to list sources for anything the author says(if no source can be found, then the author is told by the fact checkers and they must revise what they've written) and whatever other agents you can dream up. People are using dwsigners, marketers, CEOs.. Then you plug in some api keys, maybe give them a token limit, and let them run wild.

A super early version of this idea was ChatDev, if you don't want to go down the whole rabbit hole and just want a quick glimpse, skip ahead to 4:25, ChatDev has an animated visual representation of what is happening. These days AutoGen is where it's at though, this same guy has a bunch of videos on it if you are looking to go a bit deeper.

Is this how you see human intelligence? Is human intelligence made without the input of other humans? I understand that even babies have some sort of spark before they learn anything from other people, but dont they have the human dna input from their human parents? Why should the requirement for AI intelligence require no human input when even human intelligence seemingly requires human input to be made?

Sorry, lots of questions, just food for thought I suppose.

No, sorry, you are absolutely right, and I genuinely could not be more in agreement with you. I was just annoyed to see this top comment acting like there is something magical about humans that gives them a monopoly on creativity, so I was just reiterating what they said in the hopes that people would think about it for a sec. Obviously machines can be just as creative/intelligent as humans, and most likely will be more so in the not terribly distant future.

Even those future "real" AIs are going to be taking in human input and regurgitating it back to us. The only difference is that the algorithms processing the data will continue to get better and better. There is not some cutoff where we go from 100% unintelligent chatbot to 100% intelligent AI. It is a gradual spectrum.

Really easy way to get it set up

https://comfyanonymous.github.io/ComfyUI_examples/sdturbo/

You need to go clone the comfyui git first

Oh that's so great to hear, I've seen so many people giving lemmit hate that I thought maybe instances were banning it, imo that would be such a bummer. Thankyou!