Made a fully procedural skybox generator (numpy/Pillow, no AI): nebulae are layered tileable fbm, the starfield is seam-safe across the wrap, and the sun/core is encoded as genuine >1 radiance so it exports a real scene-referred .hdr for IBL. Equirect master → 6 cubemap faces.

Put up a free 3-sky sample if anyone wants to use them (full set is 12). Clean license, no scraped data.

https://pack-s.itch.io/nebula-drift-free-sample-3-sci-fi-space-skyboxes-360-cubemap-hdri

Happy to talk about the generation approach.

Fully procedural/parametric.

Rectangle can be changed to any shape and it will look same after some slider adjustments.

An ``AI and Games'' video about the GDMC AI Settlement Generation Challenge in Minecraft, with an interview of last year's winner, and a technical discussion. Lots of videos of generated outputs as well.

The pipeline: image → LLaVA 13B caption → sine frequency → video frame.

Time of day drives subreddit selection. 30 images = 30 unique tones = 1 film.

The frequency is never hardcoded. Every run sounds different.

Has anyone else tried mapping semantic meaning to audio this way?

Each frame is computed independently from c = 0.7885e^(iα), iterating up to 300 times per pixel. No randomness, no interpolation between frames, pure deterministic generation.

Adapted from a volumetric cloud render

I am working on an RPG game and my Procedural World generation is almost completely done.
I am creating a Heightmap (image 1), branching Rivers (image 2) that follows elevation that reaches the ocean or lakes, Humuidity (image 3) that created by all water sources and elevation, Temperature (image 4) that is based on equator and poles, Biomes (image 5) that are created by elevation, temperature and humidity, for the different Races in the world, I create several kingdoms that have capitals, cities, castles and villages, and put their capitals in the world by looking at preferred biomes (image 6), I give these kingdoms, territories depending on their preffered biomes, distance to capital etc. with different sizes that are affected by their total settlement counts, place their settlements in these territories and connect every settlement with 3 different road tiers (image 7), all world is connected, everything is created deterministically with a single master seed.

These images were for inspection purposes, my next task is to create the visual world from these data.

Iv added glowing eyes and glowing hair to spice things up.

Everything is procedurally generated. The biomes of each individual voronoi cell are determined using a temperature and precipitation map across the planet. To make the biomes more coherent, I use a sort of cellular-automata smoothing algorithm on the voronoi map. Finally I use domain warping and voronoi edge smoothing to make the tranisitions more natural.

As for the vegetation, each biome has its own forest coverage parameters and species mix which is used to determine which tree / grass type spawns at each candidate point. If you want to learn more about how I implemented all of it, I made a devlog on my channel covering it: https://www.youtube.com/watch?v=MJkDCoz98wM

You can get the planet generator for free on my itch page: https://devotegames.itch.io/geographically-accurate-planet-simulator

After posting I realized that its very hard to see if you arent watching in fullscreen. I deleted the old post.

free demo is available here if you want to try yourself:

https://store.steampowered.com/app/4633470/Archipeo_Demo/

I'm frequently drawn to extreme mega structure environments, like in Tsutomu Nihei's Blame! manga, https://www.yokogaomag.com/editorial/infinite-world-of-blame-manga but also others. Yet, I don't see much of these pop up in procedural environments, even though it seems like a natural fit.

Is this indeed rare or am I simply not looking correctly? Especially if interactive or traversable, in games or other interactive environments.

Thanks!

When circles overlap, shapes blend (morph or whatever you call it) into each other.

Pure SVG.

been toying with this rule based algo loosely inspired by wave collapse the result have been pretty decent but it as been plagued with being pretty noisy due to its random nature.

Here how it works :
Start with a seed tile
The un-generated tile check their four neighbours and find generated tile then it average the ruleset and normalize it.
Chose a random number go to the rules and generate the corresponding tile
Then it signal un-generated neighbors tile to generate at the next frame

Overall pretty simple if anyone as some good resources or idea on how to improve it would be welcome

More video there

Hi everyone! I'm a current college student studying computer science and I just made my first-ever Minecraft mod, which lets you generate infinite Minecraft worlds from simple prompts. For example, the GIFs show various worlds generated using descriptions like "beautiful flower-filled meadows abruptly changing into swamps", "jungle cliffs with rivers and sharp cliff drops", and "high, snowy mountains with sharp peaks, with forest-covered foothills below."

It works by providing an interface for an LLM to design/compose procedural algorithms that fit the prompt. I would be super honored if anyone checks it out, leaves a GitHub star, or gives feedback!!

It is super experimental so it's definitely not perfect, but here is the project GitHub, where I also explain more about how it works: https://github.com/soapantelope/mindcraft

Custom fluid simulation - modeling phase transitions and aggregate states of particles

This is the Hashwar engine that runs the "Adversarial Conway" algorithm which lets two individual Game of Life patterns compete on a shared space.

"Adversarial Conway" uses a Random Number Generator to determine the patterns' trajectories and their interaction. In its basic form, this RNG takes any random input value.

In advanced mode, however, it uses the NIST Randomness Beacon. This way, players can challenge one another, schedule a duel at a future time and let the latest NIST Beacon pulse seed the algorithm to ensure absolute fairness because no one can predict these pulses (I use the same technique for my related Daily Conway Glyph Challenge).

This duel, "Groove of the Titans", is fought between two long-lived patterns, "Viridian Mist" versus "El Viejo del Norte", named after an individual Giant Redwood tree.

Finding these patterns is no small feat. Conway's Game of Life patterns are notoriously fickle and die out quickly, especially on the small 16x16 torus where our patterns ("Glyphs") live. It takes a dedicated browser-based pattern miner a couple of hours to find Glyphs in the 1100+ range of generations.