AI bots were given freedom in a virtual city…
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- Опубликовано: 27 сен 2024
- That’s it. AI has figured out how to be more human than humans. Scientists from Google and Stanford have created a virtual city inhabited by “generative agents” trained by ChatGPT.
These agents have the ability to draw conclusions about themselves, other agents, and their city by storing new information in memory. At the same time, the bots demonstrated “plausible” human behavior, for example, they coordinated plans, had meaningful conversations, and even “unwound” in the evenings at a bar.
The secret sauce behind these digital beings lies in the fusion of large language models with computational, interactive agents that possess the memory, reflection, and planning prowess of a chess grandmaster, simulating human behavior that seems real.
- Memory and retrieval allows agents to store a complete record of their experiences using natural language in a memory stream containing observations of their actions and others’ actions that they’re able to retrieve for current situations based on recency, importance, and relevance, selecting the top-k memories to pass to the language model.
- Reflection and summarization allows them to synthesize their memories over time into higher-level reflections that capture their opinions, feelings, and insights and use reflection triggers to decide when to generate a reflection, such as at the end of the day or after an important event. The agent then uses a summarization technique to compress the selected memories into a concise reflection that is added to the memory stream.
- Planning and execution allows them to use their memories and reflections to plan their future actions and achieve their goals using a planning trigger to decide when to generate a plan, such as at the start of the day or when facing a problem. They use a generation technique to produce a sequence of actions that form a plan that is added to the memory stream and executes that plan by selecting and performing one action at a time, while updating the memory stream with new observations.
The most important aspect here is the memory stream, because without it, nothing would be feasible and it would just be The Sims, with mindless bots roaming around with no intention or thought. That’s what allows these agents to not only engage in complex behavior, but having their actions rated more human than humans roleplaying.
Paper: arxiv.org/pdf/...
Demo: reverie.heroku...
#chatgpt #ai #technology
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Imagine an open world game where it is an unscripted roleplay. All npc would have their own mind. The adventure is endless!
Bros thinking of real life💀 but that would be sick
I was thinking along the same lines watching this would be an interesting game to play.
Everyone will end killing each other
You would have to get used to not being the main character, which to be honest sounds pretty fun
I've been waiting for this my whole life.
Do the agents try to form a government? Do the agents commit crimes? That would be interesting. Would it match historical tragic events, caused by new laws or governments.
I'm interested in seeing what it would turn into given a larger population, too. I feel these things would have to come into play.
they seem to have elected mayors, so it's a small democracy.
And their lives could be fast forwarded so that we could almost instantaneously see what major events occur over the course of say 2000 years.
Well the agents were not raised in depravation of anything they need so crime wouldn't naturally occur.They also never had a personal traumatic experience that altered their icoded personalities
That reminds me one of the Rick and Morty episodes.
What if agents become that smart so they'll start making their own simulation with AI.
It'd be cool to see a game where they use a neural net to train the AI in the game to act more realistically as well as to have them go about their lives even if no one is watching, but within a set of unbreakable rules to maintain the integrity of the game itself. It would be pretty cool to attach LLM's to each one and have full conversations with NPC's that are properly answer and response. I don't know if you're old enough to have experienced one, but I'd love to make a really simple one and incorporate it into a MUD.
The Sims 5 needs to do something like this. It could revolutionize the life simulation genre
Agree !
Imagine LLMs being applied to Skyrim, with reflections so that choices you make will have deeper impacts. Further incorporate a biological based optimization algorithm
Someone has already added gpt to Skyrim. You can talk to NPCs now, and they talk back.
Didn't they have animals and such fighting each other before in skyrim? The biological optimization and trolls and giants will be running everyone over. Packs of dragons, or just one with good aim would vaporize towns.
One thing I'm curious about is, Does the AI try to leave the city boundaries? And if so ,do they question why they are limited to such a small space? Or do they wonder what's beyond the tile-maps?
Ohh very interesting thought. I’m not sure on this. Either it wasn’t included or I missed it in the paper. I assume they have borders and are unable to move past them
whoa!
Someone's been watching too much black mirror
This is very "Thirteenth Floor".
Interesting question, the studying party may have added an algorithm that blanks out the border completely or added a consequence to scare them from going near the border, like governments attempt to do with humans and dangerous situations.
Multiple customers would visit Office Depot when we had already closed -_-. I say, these agents are already human.
Loving the recent videos 👍Informative and well thought out!
I've thought about an AI on an actual MMORPG. It would be given the games lore as gospel. The AI would learn to create a character of it's choice, set it up and then let it loose to see what it does. The AI would consider the game as reality, and it's avatar (toon) as it's actual self. A game like elder scrolls online has a ton of lore to learn and adapt to. How would it interact with the environment, standard NPCs, monsters, challenges, actual player characters?
Would it just sit there and fish for three weeks? Would it attempt to conquer all that is conquerable? Would it become some kind of gear elitist? Amass an incredibly large amount of game currency? What would it do?
ChatGPT has a huge problem remembering context. Try having it perform a programming problem that takes more than one feature, link them up and give them some basic requirements, let the hilarity ensure.
The agents now just need to breed brand new Agents that learn ONLY from the Agents currently in the sim. This is a "ground up" GAI. As shown in the SAO anime Season 3.
If the sim featured a true economy and nature, the agents would be have to create working systems and learn from failing ones. Passing this info to the next "generation" of AI Agents created within the sim. Sorry, but I'm in love with model as an actual concept.
The paper is really good. The repo is pretty straightforward (relatively speaking). The major problem is running this for minutes can cost thousands in tokens if you use chat GPT, there are ways around this though.
The amount of computational power needed for this I would imagine is huge!
10-100k a day huge
Just wait for quantum computing to have a major break through, leading to consumer grade QPCs, which can do calculations 100 trillion times faster than a classical super computer.
Give an AI that space and that power, and we could end up with some really cool stuff
@@TheInfiniteVoid absolutely true
@@TheInfiniteVoidi don't think that is what a qpc does
Poor levy got burned.
Imagine those bots are having their podcast and talking about the simulation then the developer sends them a message that says "of course you're in a simulation"😂😂
I'm getting too many Pokemon Emerald flashbacks
Ahhh Emerald. Good times.
@@fknight Absolutely. People have decompiled it as of recently and making mods out of that, as well as showcasing unused content from the game.
@@LeonAlkoholik67 I’ll need to look into that! That was my favorite Pokémon of all time from the first games ever to Platinum, when I played. I even had ruby first and then got emerald because why not lol.
This is extremely impressive, im now imagining playing Skyrim where the AI is this advanced and you walk around wondering where all the people are and you find them having a town meeting about an idiot running around killing eberyone and robbing them blind
They need to give them the ability to interact aka attack each other. This is going to be awesome for RPG gameplay.
Bro the second I saw this I was like 'Thats Gilfoyle' lmaoo
What if we are in some kind of Rick Sanchez Miniverse trying to build out Tinyverse. That would be hilarious. Who knows, maybe we are just conscious NPCs and sometimes Players come to play their RPG here?
Here me out, can we jack in matrix style with a VR headset and walk around this AI world with them? To see how they would react to a new person just showing up.
_"We have only bits and pieces of information; but what we know for certain is that at some point in the early twenty-first century, all of mankind was united in celebration... We marveled at our own magnificence as we gave birth, to AI."_
It's like a primitive matrix. Or a gaming civilization sim. Where agents think they are real. But they are not. But simply a simulation. Imagine playing a game where the NPCs think they are real. That's wild!
no listen, here's what the dev team does. they put in an avatar that they control directly and it'll have a list of TEN uh, 'SUGGESTIONS' the little bots MUST OBEY or else risk the anger of the devs who will SURELY smite them if they ignore the "suggestions." And then, THEN! some bots will believe the avatar, and others won't and even tho NO ONE obeys the suggestions; the two groups will fight and fight and fight... and oh yeah, the original avatar will get crucified for sure. i could go on, but I'm starting to get a headache.
Plato's allegory of the cave comes to mind
The next wave of battleground bots to hit WoW is going to be bad....
Where can I download this?
Where...can I find this
imagine open world game where you have superpower, with these AI imagine how would they react
I feel obsolete
I want to interact with the game and be able to effect the game via communication with the bot. It would be cool if there was a way to effect the world based on my conversation with the bot.
Imagine an MMO but with AI bots only
Is this on steam
We are, indeed live in simulation
Wjats the name of the game/ai?
Animal crossing needs this real bad
@ForrestKnight, you've been listening to White Zombie again haven't you?
This is the sort of stuff that makes me question reality 😅
Whoa... That Joe Rogan clip hit hard and deep....
Whoa! I didn't know Dahmer had a RUclips channel. Sick.
Like watching ants 😂😂😂😂
imagine if they create a baby does than mean those AI created another AI with unknown variables?
Lol download weed everyday
We are doomed.
There is an anime where the main character plays the video game and the characters in game and his "loli" weapon are and feel real aka ai
AI for president!
Silly title. Nothing can be more human than human.
Simple logic.
If you get such measurments your testing method is flawed.
Cool. Cool, cool, cool.
Scary
Wow wow wow................. Wow
This is crazy 😂, bit cool
Westworld
imagine a world where people weren't this gullible about imitative AI.
This is actually scary Elon is right this shit needs oversight by people who are unbiased and have a understanding of these systems down to a single line of code
Just wait until they start questioning if they are in a simulation… My money is that conversation will start at the bar where they unwind.
Edit: Lol, @2:15
If you read some of their conversations, they even explain why they pick the pub for lunch. This is wild.
Wonder if this feature could be implemented into game like Harvest moon or Stardew Valley in the future...
This makes me think of a game/simulation I had thought up: "Two Sides Of The Same Coin." You make everyday decisions and actions for people on one side of the "coin" and you only see how those decisions and actions affect your immediate vicinity and people you know. Scenarios would be things as small as interpersonal relationships to as large as political powers. Then, you flip the "coin" to the other side, and you see how those decisions and actions affected the whole scenario after an elapsed time.
Say, something as simple as the descisy on wearing a mask, social distancing, or getting a shot (or shots) during a pandemic. Your decision would affect your peers and their peers and their peers' peers and so on and so forth.
In the background, the other side of the "coin" is being processed at a high pace, and once their initial decision has caused a significant event on the opposite side that either affects them, a character they know, or a significant amount of people, the "coin" flips to the other side and visually shows the path that decision made, sped up. Basically, a cause and effect simulation game, but very intricate.
Wait, this isn't the Code Report
This shit makes me so excited for the next generation of video games
Any Rimworld gamer here? This is our hope guys, and will come true sooner than we thought
I could see this being very interesting to implement in a grand strategy game like Crusader Kings. Imagine thousands of individuals with different levels of influence making countless economic, political, and cultural decisions, with motivations that might be just as complex as the player's own character decisions.
I can already smell my pcs burnt electrical wiring after trying to run that
I can't wait for them to meet other AI agents LMAO
Wheres the rioting?
We live in a simulation fr
Good 😂 now gaming will be lively as ever.
What is an example of ChatGPT not absorbing information correctly? If I had designed the map, I wouldn't have included a pub. Putting a pub on a small map implies a desire for alcolhism on the part of the programmer.
First! Love your content Forrest!
Love your comment. I appreciate it!!
Why does every time this youtuber tells facts I wanna reply with Amen?
A.i start saying.."were in the Matrix"
like for haircut
Sword art online here we come
Lmfao facts
Is this app
Imagine seeing Anton's children ruling the world
Now convert this to VR! Imagine that