I like your documentary-style commentary on yosemite towards the latter half of the video... You should do a nature documentary!

I guess these guys won't stop until they are able to simulate the whole planet.

My father, at the Ministry of Natural Resources and Forests, worked on 3D large-scale forest simulations (based on national data). He had designed a new, more accurate, algorithm that could predict their behavior for over a century that could be computed in a few hours on a few workstations, in contrast to the previous algorithms who ran for weeks on a supercomputer. This was in the early 2000s. We have come a long way!

What a time to be alive! Now we can simulate time itself🎉

Good spot of an important paper. Including recognisable structures like Yosemite gives a sobering context. Great video.

This is a game changer for decision makers and people in general who are unable to visualize consequences over time.

They should add rivers and lakes as well.

I still love your videos so much. please keep them coming

i love that u love ur job :) ur probably my favorite AI covering youtuber

gotta give it to you for being a good science communicator because I instantly thought about the last of their simulations you posted in december 2021

Some nice reaction-diffusion patterns you got there. :) Always a pleasant surprise to see them.

This is gonna be Nice for Open world games

wow, now that's what I called a completely satisfying video, more satisfying than quenching your thirst with chill water after spending eternity in the hot desert

Honestly, that's insane.. the first simulations as I remember were impressive at the time. Now that I have dove into LLMs, my mind is just blown every day! ❤

New video from Two Minute Papers two minutes ago. What a time to upload a video!

Macrosimulations will be incredible new points of reflection for so many different kinds of people! Amazing! 🤩

I find this so interesting ! Please do more of this type of research 🎉 if it is coherent with view count

This will be a godsent for aforestation efforts!

is this a reupload? i swear i've seen this video before, and the paper is from 2022.

I cannot avoid thinking this could be useful for open world videogames

That would be so smart and helpful in future for everyone

Could have sworn I saw this simulation like 3 years ago

this could make such a fun and educational game

There was a thought i had last night on a game creation technique in gmod that was used to put 2,000 or something universes together and made a map and people can explore but it’s slow and you need around 18-200 gigs of memory. I was thinking that what if we saved the data like compression and then when loading into the next area, the info is retrieved and the stuff not active is compressed or even disassembled into its basics. Kinda like the visual details being removed when not in line of sight. Getting to the point, seeing your video made me think of combining that with a simulation to get something like real life and how we have reality in this form but it’s a disassembled version of the future or any other potential so we assemble the path through the details. Creating something is just finding it really. Nobody is making anything and they’re just listening to the details of reality to find things and pull them to the current. So the simulated events like these could be more in depth and accurate because things won’t show up unless a connection happens like when someone takes in a difference and that changes them in a way or grows the difference.i forgot to say what the technique was in gmod. Basically chunk and connect by portal. It’s a bit more complex but that’s the basics. Compress the unused pieces and as we do things, like legos and the way they build, the ai will build when we find it in the sim. Like when you turn the characters head, the ai retrieves the info associated with that thing you are currently looking, touching, smelling. It’s just compressed and disassembled so less space, faster run, and maybe more. Just an idea

can't wait to see this in a game, would create a very cool dynamic environment

man i want to run this on a server for my 3D sandbox world. as an eco-geek, i love this.

Very interesting indeed ❤

Amazing!

This was an amazing video . I wish there could be an app for Android for me to do some tests haha I love how life works .

damn that's crazy, agi when tho?

I want to ask. Do you think this simılation can be used for organized reforestation for dry places such as deserts and tundras?

bro 5:13 that was written by chatgpt 100%

Can't wait until we realistically simulate virtual humans to live in the virtual forest for 500 years

LOVED the Ocean simulation that fed this with rain! Wait, what?

Wish I could play with such simulations

At like 1:30 I thought this is the penultimate video from this channel, even though I don't know what penultimate means, which is penultimate for these comments. That's what I thought about for 30 seconds for some reason

That's wonderful. Can't wait until someone make animal simulation too

very important stuff

I was always wondering if the commentary is computer generated. Meanwhile I really believe in that with all the advancement in ml models.

Is this useable just for research, or could we maybe one day see this used in gaming?

Can you please talk about the new LLM Model called "Mixtral-8x7B" Thanks

Hopefully two papers down the line the simulation will be able to evolve new plants to thrive in a given environment and then 3d print seeds for them!

What a time to be alive!

Great for making realistic worlds for games or movies.

thank you mr khajit

Biosystem simulation can be very important in future!

I would really like to see some behind the scenes work. Perhaps on a second channel please?

Now we need to add poles to it (regions with diferent temperatures) and see more colonization

Minecraft 2 is gonna be crazy

...no links to whatever this is? Would love to mess around with it

idk if climate change creates more dry weather, it might actually create more wet weather. while that might be an interesting thought, it doesn't mean that the opposite effect isn't as bad or worse than the original. also, even if it creates wetter weather, that wetter weather might be concentrated in one region, while all of the other regions are left barren without water.

We should test out these tools on the dune planet Arrakis.

wonderful . but i think they underestimate the Butterfly effect!🤔

ay this is great for real world applications... but i can't shake the idea of either a strategy game using this tech, or better yet, this entire thing screams of what peter molyneux would promise for the fable games when they were releasing.

It's very interesting

We need a new dwarf fortress.

Dr Paper went full Poet GPT by the end 😂

Because this involved AI, I watched something educational that I probably wouldn't have bothered with in the past... and it was very interesting... if only they had this when I was at school in the early 1800s (or some such time). What a time to be a scholar!

Can you solve the three body problem?

Didn't you show us this already?

One day they'll be able to simulate virtual people

This taught me more then science class will ever teach me.

Do you think these simulations can be baked and used in game engines like UE5?

A perfect tool for Geo-engineers. If you know you know.

Imagine a video game that implements this.. Would allow the open world to feel more realistic and new all the time. I could see this being used in a game like a FPS, the environment will constantly change to prevent try hards from studying the map. 😂

So, when will this be out for Minecraft?

Taking bets on when this comes to Dwarf Fortress...

I can hardly wait to study in Vienna. It's still a long way for me :/

5:16 I think Károly used chatGPT to write that part of the script

just wow....

every day we get closer to a true "god simulator". I dream of a game where if you let it run in the world you've built- an ecosystem of this caliber will happen, and the people and animals will react accordingly to natural changes in the world, I think that would be incredible.

[Question] Can it simulate evolution with creatures that interact with the environment to make use of its properties to create tools that allow them to create machines that approximate representation models of their perceptions, so they create AI based simulations of virtual worlds and ask each other: [Goto Question]

Just wait until _Dwarf Fortress_ implements this.

Combine all simulation at once .

Karol obviously generated the text of the Yosemite section with Chat-GPT.

I want to play this game

They need to simulate the mycelium network

Imagine having gameworlds like that.

Thank you so much. We can change our climate by growing trees/forests and having the means to do so but despite that we'd rather exploit mother nature to create our culture to tech. So be it.

look up the picture that says "This is not a Pipe"

That's what we're in by the way.

Why does a channel with 1.5m subs only get 80k views after 2 weeks? 🤔

Wow

i expect this to be integrated into games of the near future it's important that we simulate the aging trees of skyrim during our decades long gameplay.

Actual reality of what and how nature is negatively impacted by removing Forrest land should be put in these models to prove my point before I get to the individuals responsible for it and they act like they got no clue what I'm talking about.

But please also simulate an actual water basin with roots too.

Put some civilisation simulator and god powers in this game and you've got the best god game of all time.

Pozdrawiam Pałubickiego z UAM 👋🤠

Think Eco Simulation Think! What will you have after 500 hundred years!

He kinda sounds like a khajit from skyrim

I, for one, welcome our artificially intelligent, virtually simulated, robotic overlords!

Bro wrote a poem, 5:17

Good job fellow Hungarian!

Chaos is our saving grace

Give me Skyrim but with this

❤❤❤❤

No big deal, Dwarf Fortress has been doing this level of simulation for years.

This is what i came here for

What would happen if you increased the carbon dioxide? Would the plant's that are carbon based lifeforms die from too much food?

Can we get a "fellow scholar(s)" count?