[HN Gopher] I built ChatGPT with Minecraft redstone [video]
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       I built ChatGPT with Minecraft redstone [video]
        
       Author : ghuntley
       Score  : 404 points
       Date   : 2025-09-29 03:22 UTC (3 days ago)
        
 (HTM) web link (www.youtube.com)
 (TXT) w3m dump (www.youtube.com)
        
       | sim7c00 wrote:
       | tbh great vid also funny editing for some reason it looked so
       | satisfying..the leap onto the enter key etc. besides well done on
       | the project, presentation is classy :D looks a lot of fun!
        
       | aubanel wrote:
       | That title looked like clickbait until... Oh well they did
       | actually did it
        
         | dude250711 wrote:
         | It was probably done by an individual.
        
           | zooi wrote:
           | "They" can also refer to an individual
        
             | Jotalea wrote:
             | wait what?
        
               | npteljes wrote:
               | It's called "singular they". It's used like: "We have a
               | new joiner in our team! They became the talk of the town
               | very fast". I love this feature of the English language,
               | while a bit confusing at first, I think it works much
               | better than "he/she" or "s/he" when talking about someone
               | with an unspecified, unknown or unrelated gender.
        
               | PanoptesYC wrote:
               | Interesting read about the topic:
               | https://www.oed.com/discover/a-brief-history-of-singular-
               | the...
        
               | burkaman wrote:
               | "Someone is at the door asking for you."
               | 
               | "What do they want?"
               | 
               | This is the standard way to refer to an unknown person in
               | English, anything else sounds awkward. "What does the
               | person want", "what does he or she want", "what does this
               | 'someone' want", none of these will sound natural to a
               | native speaker.
        
               | OkayPhysicist wrote:
               | This really shouldn't be some surprise. You probably do
               | it on a regular basis without noticing. Shakespeare uses
               | it in Hamlet:
               | 
               | There's not a man I meet but doth salute me As if I were
               | their well-acquainted friend
               | 
               | English has always used the singular they, especially
               | (but not always) when the gender of the target of the
               | pronoun is unknown.
        
               | tempaccountabcd wrote:
               | wrong. "they" is northmannisc. It sculd be he, fordat he
               | and heo wuld'fe melded into he, and fordat Englisc is an
               | Indo-Europisc tung, were werelie is de first kin.
        
             | dude250711 wrote:
             | If they did refer to an individual Minecraft expert for an
             | advice, then it counts as a team effort.
        
         | Byamarro wrote:
         | It is a bit of a clickbait since they used commandblocks, not
         | just redstone. But it's still impressive
        
           | AndrewDucker wrote:
           | From the video description: "I built a small language model
           | in Minecraft using no command blocks or datapacks!"
        
           | utf_8x wrote:
           | From the video description:                 I built a small
           | language model in Minecraft using no command blocks or
           | datapacks!
        
           | nomilk wrote:
           | Can you explain the difference (for non-minecrafters)
        
             | thrance wrote:
             | Command blocks can only be obtained by cheating in normal
             | gameplay, they are used to execute server commands
             | automatically. Using them to build a computer in the game
             | kind of defeats the purpose of the exercise, since instead
             | of using the game's physics to build your device, you're
             | now mostly doing scripting with minecraft commands. The
             | author explicitly said they didn't use any in their build.
        
               | promiseofbeans wrote:
               | The confusion might come from the author using commands /
               | external software to generate and assemble parts of the
               | redstone machine. The final machine doesn't use any
               | command blocks as part of it's operation, but the
               | description is a bit ambiguous here
        
           | fuzzy_biscuit wrote:
           | I think you missed the 'no' in there. They did not use
           | command blocks.
        
           | NSPG911 wrote:
           | there were no clickbaits there at all. no command blocks were
           | used at all. if you were so certain, why dont you download
           | the world and try it yourself?
        
       | jweather wrote:
       | Well, TinyChat. Still mind-boggling. From the video description:
       | I built a small language model in Minecraft using no command
       | blocks or datapacks!            The model has 5,087,280
       | parameters, trained in Python on the TinyChat dataset of basic
       | English conversations. It has an embedding dimension of 240,
       | vocabulary of 1920 tokens, and consists of 6 layers. The context
       | window size is 64 tokens, which is enough for (very) short
       | conversations. Most weights were quantized to 8 bits, although
       | the embedding and LayerNorm weights are stored at 18 and 24 bits
       | respectively. The quantized weights are linked below; they are
       | split into hundreds of files corresponding to the separate
       | sections of ROM in the build.            The build occupies a
       | volume of 1020x260x1656 blocks. Due to its immense size, the
       | Distant Horizons mod was used to capture footage of the whole
       | build; this results in distant redstone components looking
       | strange as they are being rendered at a lower level of detail.
       | It can produce a response in about 2 hours when the tick rate is
       | increased using MCHPRS (Minecraft High Performance Redstone
       | Server) to about 40,000x speed.
        
         | jweather wrote:
         | It would take just over 9 years for a response at the normal
         | redstone tick rate... sounds about right.
        
           | throwup238 wrote:
           | The Minecraft AI Challenge: can your LLM company reach
           | profitability before Minecraft can predict a token?
        
             | athrowaway3z wrote:
             | This can be achieved today.
             | 
             | Microsoft owns Minecraft; so they'll just swirl the numbers
             | together with Minecraft sales to show their AI is already
             | profitable.
        
         | rightbyte wrote:
         | > no command blocks
         | 
         | Oh. I thought this would be some cheesy command block curl to
         | Chat GPT.
        
           | lhamil64 wrote:
           | As far as I'm aware there's no way to do an HTTP request via
           | command blocks, at least in vanilla.
        
             | datadrivenangel wrote:
             | Through Lua, all things are possible
        
               | charcircuit wrote:
               | The scripting language for Minecraft is Typescript. Lua
               | would require a 3rd party mod.
               | 
               | https://learn.microsoft.com/en-
               | us/minecraft/creator/scriptap...
               | 
               | >The @minecraft/server-net module contains types for
               | executing HTTP-based requests. This module can only be
               | used on Bedrock Dedicated Server. These APIs do not
               | function within the Minecraft game client or within
               | Minecraft Realms.
        
               | ianhawes wrote:
               | * In Bedrock Edition. Minecraft purists only use Java
               | Edition.
        
       | runeblaze wrote:
       | Of course it seems to be the same person to have done minecraft
       | inside minecraft using redstone :)). peak!! done it again
        
       | zkmon wrote:
       | This is outrageous! I see people build some basic circuits and
       | logic gates using red stone, but this is unimaginable. Is
       | Minecraft becoming a digital clone of the real world?
        
         | bamboozled wrote:
         | I hope there are people like this working on genetic research
         | for (currently) incurable diseases because that would kick ass.
        
       | FrustratedMonky wrote:
       | I would like to know more about how this was generated. I'm sure
       | there must have been code to generate the blocks/structures.
       | 
       | Surely this wasn't all done in a block editor by hand?
       | 
       | There was some code shown at beginning. Was that placing the
       | blocks to build each section?
       | 
       | And, more info on the system that could run this.
        
         | codergautam wrote:
         | The code at the beginning was for training the 5M model I
         | believe
        
         | OkayPhysicist wrote:
         | It'd be possible to build something like this just with large-
         | scale copy-paste, but there are compilers from code to
         | redstone.
        
       | laszlokorte wrote:
       | Are these kind of projects actually build manually inside of
       | minecraft block by block or is there some verilog/vhdl to
       | minecraft-level compiler toolchains used?
        
         | jalk wrote:
         | Hoping the answer is: we used ChatGPT to create the build :)
        
         | buzzy_hacker wrote:
         | It's been awhile since I've played Minecraft, but when I built
         | large redstone projects before, I built out each circuit
         | manually and then used mods to copy/paste it within the game.
        
           | squigz wrote:
           | And nowadays you can use Axiom, which is a much better
           | experience than WorldEdit (WE still has its uses though!)
           | 
           | https://modrinth.com/mod/axiom
        
         | baobun wrote:
         | They did not manually place hundreds of millions of blocks <:
        
         | kqr wrote:
         | There are libraries for e.g. Python to make Minecraft maps
         | entirely programmatically, as well as convenient tools for
         | editing maps by hand.
        
       | TrackerFF wrote:
       | Is there some kind of building automation do this? Surely it
       | would take forever to plan out, and actually build blocks like
       | this by hand.
        
         | buzzy_hacker wrote:
         | There are mods that let you copy/paste sections of blocks.
        
         | promiseofbeans wrote:
         | There are libraries that let you generate minecraft structure
         | files programmatically [0]. These can then be pasted into the
         | world.
         | 
         | You still need to come up with the circuitry for all the maths
         | and figure out how to represent all the state with red stone,
         | but once you get the little bits done it's quite a quick
         | process filling in weights and duplicating logic sections
         | 
         | [0]: E.g. https://github.com/BenBenBenB/nbt-structure-utils
        
         | KeplerBoy wrote:
         | Seems to be a routing problem. If you can place a digital
         | design in an fpga, you can also do it in minecraft.
         | 
         | There are a few projects out there for vhdl and verilog to
         | redstone.
        
       | arrowsmith wrote:
       | Wow. Mind-blowing.
       | 
       | Bravo to you, sir.
        
       | tshanmu wrote:
       | this reminds me of permutation city and the question of what is
       | time...
        
         | waltbosz wrote:
         | It reminded me of the human computer in "Three Body Problem"
        
       | sd9 wrote:
       | I originally didn't click on this post because it was obviously
       | clickbait - the title isn't possible.
       | 
       | But no. The author actually embedded a small LLM in Minecraft
       | using hundreds of millions of blocks, that generates 1 token per
       | 2h at 40,000x speed.
       | 
       | Bravo. I wouldn't have even thought to try.
        
       | mittermayr wrote:
       | Aside from the technical feat, which is amazing in and of itself,
       | I was completely mesmerized by that video! So well done,
       | incredibly entertaining and perfectly presented.
        
       | igravious wrote:
       | And for their next trick TemplateGPT:
       | https://stackoverflow.com/questions/189172/c-templates-turin...
        
       | unleaded wrote:
       | Here is an earlier, longer video on someone explaining how they
       | built a neural network to recognise handwritten digits in
       | Minecraft: https://www.youtube.com/watch?v=DQ0lCm0J3PM
       | 
       | It should answer some of the questions/clear up some of the
       | confusion raised here (e.g. how they get the weights in).
        
       | dangoodmanUT wrote:
       | Redstone computing theory: Everything technological breakthrough
       | in computing will eventually be rebuilt in redstone
        
         | nonethewiser wrote:
         | quantum computing
        
           | redman25 wrote:
           | I guess redstone still somewhat follows the physics of
           | electricity. Maybe a quantum simulator?
        
             | sbuttgereit wrote:
             | Or just use Bedrock edition.
        
       | cosmic_quanta wrote:
       | One of my fondest memories was buying the book "The Elements of
       | Computing Systems" by Nisan and Schocken, and implementing a
       | 4-bit CPU in Minecraft.
       | 
       | 4-bit is small enough that you can build it manually, without the
       | use of external tools (which I don't think existed at the time
       | anyways).
       | 
       | Highly recommended for children interesting in computing!
        
         | iterance wrote:
         | I'm glad I'm not the only one. Built a tape drive and
         | bootloader to load programs off it & everything...
        
         | andrehacker wrote:
         | >> One of my fondest memories was buying the book "The Elements
         | of Computing Systems"
         | 
         | >> by Nisan and Schocken, and implementing a 4-bit CPU in
         | Minecraft.
         | 
         | You confused me there, the book doesn't cover Minecraft, you
         | did that yourself after reading the book, got it.
         | 
         | The book is absolutely fantastic, it is the basis for the "From
         | Nand to Tetris" courses: https://www.nand2tetris.org/
         | 
         | I haven't digested it in full and with a title like that and
         | the boring cover I always have to scramble to find it when I
         | got a few minutes (What is that "Nand to Tetris" book called
         | again?)
        
         | 2OEH8eoCRo0 wrote:
         | Funny, I bought that book and studied it because I heard about
         | it in a Minecraft video. Was that you? Nand2tetris helped me
         | land my first programming job.
        
           | cosmic_quanta wrote:
           | It was not me! Maybe we watched the same video though? I
           | can't recall who or what gave me the idea
        
             | sram1337 wrote:
             | Just wanted to say I think we all watched the same video! I
             | remember doing this one summer in high school
        
         | kqr wrote:
         | > (which I don't think existed at the time anyways)
         | 
         | This surprised me at first because I remember using Python to
         | create Minecraft maps early on, or at least in the beta.
         | 
         | But it seems like redstone was added in the alpha, and the
         | earliest commits of pymclevel (which I think I used) also dates
         | back to the alpha. So there might indeed have been a time
         | window of a few months in which redstone was available but not
         | tooling for creating maps.
        
           | cosmic_quanta wrote:
           | I remember starting playing Minecraft Beta, that was around
           | 2011 maybe?
           | 
           | Even if tools to programmatically create maps were available,
           | I wouldn't have known how to program. So this is more about
           | my lack of knowledge of tools of the time.
        
       | derleyici wrote:
       | So, Minecraft is Turing complete?
        
         | kaffekaka wrote:
         | Yes, Notch said somewhere that was by design.
        
         | ThrowawayTestr wrote:
         | Turing completeness is actually pretty easy to implement. The
         | game Baba is You is also turing complete.
        
         | OkayPhysicist wrote:
         | Any system that can represent a NAND gate is Turing complete.
         | In Minecraft, connecting two inputs to the same branch of
         | redstone wire is an OR gate, and a redstone torch on a block
         | acts as a NOT gate. Two inputs, both inverted, into an OR gate
         | gives a NAND.
        
           | kibwen wrote:
           | It's even slightly simpler than that, NOR is also
           | functionally complete, so you can just negate the OR.
        
       | BolexNOLA wrote:
       | This is unbelievable
        
       | alexc05 wrote:
       | when people do these complex CPU designs in minecraft are they
       | laying the blocks individually in real time and in 3d space - or
       | are they scripting some sort of algorithm that instantiates the
       | system in one go?
       | 
       | It's impressive either way but the manual version seems ...
       | impossible.
        
         | jtokoph wrote:
         | There are external tools which essentially let you script the
         | generation of a save file of the world.
        
       | jcmontx wrote:
       | These people are insane, it has to be created programmatically,
       | isn't it?
        
         | nom wrote:
         | I suspect a human life isn't long enough to place that many
         | blocks.
        
           | jerf wrote:
           | "(1020 * 260 * 1656) seconds in years" [1] comes out to 14
           | years. Solid, of course, no breaks or sleep, no time for
           | training or planning or debugging. And one block per second
           | is a pretty good clip for a technical build. It doesn't take
           | many multiplicative factors before it's more than one
           | lifetime.
           | 
           | [1]: https://www.google.com/search?q=%281020+*+260+*+1656%29+
           | seco...
        
             | amlib wrote:
             | You would probably also need another lifetime just to fix
             | all the errors once you are finished with laying out all
             | the pieces...
        
       | aeneas_ory wrote:
       | Can't wait to test out the world download, this is so cool and
       | also scary how much time this must have taken! Did you build it
       | with some schematic editor?
        
       | tobias3 wrote:
       | What I also find amazing is the server software used to run it (
       | https://github.com/MCHPR/MCHPRS ):
       | 
       | - Re-implements parts of Minecraft
       | 
       | - Runs 512x512 plots in different threads
       | 
       | - _Compiles Redstone applying different kind of optimization
       | passes_
       | https://github.com/MCHPR/MCHPRS/blob/master/docs/Redpiler.md
       | 
       | - It had Jit backends before, but seems they have been removed
        
       | sbuttgereit wrote:
       | If you like thinking about the possibilities of the worlds of
       | Minecraft and LLMs colliding I recommend the YouTube channel
       | @EmergentGarden (https://www.youtube.com/@EmergentGarden) it's
       | not exclusively agents and Minecraft, but there's a fair amount
       | of stuff tested over time.
       | 
       | Most recently: Can AI (actually) beat Minecraft? -
       | https://www.youtube.com/watch?v=Wh4abvcUj8Q
        
         | programd wrote:
         | I'll second that recommendation. One of the more interesting
         | videos is AI creating utopian and dystopian worlds in Minecraft
         | 
         | https://www.youtube.com/watch?v=FCnQvdypW_I
         | 
         | Invokes shades of Iain M. Banks' "Surface Detail" Culture
         | novel, where virtual Hells are a major plot point.
        
       | 16th_hop wrote:
       | Fascinating. How exactly is the model trained? I see this is an
       | inference tool, is the model trained external to minecraft or in
       | the game itself?
        
         | junon wrote:
         | Appears based on the video to be trained externally and then
         | just the weights being added into the game.
        
       | pcunite wrote:
       | And I did it over the weekend. /s
        
       | transformi wrote:
       | Now create agents framework :)
        
       | __fst__ wrote:
       | Can't wait for an LLM implementation in the Game of Life too.
        
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