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Infinite Deterministic Data

https://github.com/jgddesigns/stateshaper
1•jaygeorgedunn•1h ago

Comments

jaygeorgedunn•1h ago
Hey folks,

I'm new to hacker news, mostly because I haven't had anything worthy to talk about. I may have browsed a bit after clicking on an article every now and then, but that's about it.

Recently, I created a method to generate memorized, infinite deterministic data. This is similar to procedural generation but has the ability to always be reproduced, is reversible, and can be jumped to by index. This is all only from an input parameter string with a size of just a few bytes.

I've released the code on Github and would like to keep it open source. The tool is pretty powerful, and can be used for things like content generation, synthetic data and procedural generation. While it isn't typical compression, its ability to re-create data in real-time allows for a tremendous reduction in storage space.

I got the idea to experiment on an infinite map while playing the game No Man's Sky.

Youtube Demos: https://youtube.com/playlist?list=PLZpLizGTNv6ZesE19gLMniNZb...

More Americans are living alone than ever before

https://sherwood.news/personal-finance/more-americans-are-living-alone-than-ever-before/
1•avonmach•34s ago•0 comments

BGP Network Browser

1•hivedc•2m ago•0 comments

Why college students can't do basic math [video]

https://www.youtube.com/watch?v=lFXFZs5Ha40
1•drivebyhooting•2m ago•0 comments

A Datomic entity browser for prod [video]

https://www.youtube.com/watch?v=dmucZkE5gd0
2•codemonkey-zeta•7m ago•0 comments

Ask HN: AI Music Covers in 2026?

1•sexy_seedbox•7m ago•0 comments

Build Cursor Tab in less than 300 lines of Lua

https://jda.bearblog.dev/build-cursor-tab-in-less-than-300-lines-of-lua/
1•jalford14•14m ago•0 comments

The Changing Face of Koreans

https://www.geekinheels.com/the-changing-face-of-koreans/
1•enceladus06•15m ago•0 comments

Show HN: Cron for Claude Code – quickly schedule repeating CC jobs

https://github.com/nsmith/claun
1•nsmith22•17m ago•0 comments

Student arrested for eating AI art in UAF gallery protest

https://www.uafsunstar.com/news/student-eats-ai-art-in-uaf-gallery-protest-arrested
2•tjwds•23m ago•0 comments

Uncensored General Intelligence (UGI) Leaderboard

https://huggingface.co/spaces/DontPlanToEnd/UGI-Leaderboard
4•spiritual•24m ago•0 comments

Ask HN: How do you realistically prepare for retirement while working in tech?

2•danver0•27m ago•3 comments

Nvidia allegedly slashes GPU supply 20% – no new GeForce gaming GPU until 2027

https://www.tomshardware.com/pc-components/gpus/gamers-face-another-crushing-blow-as-nvidia-alleg...
2•voxadam•28m ago•0 comments

Show HN: Lwt-to-Eio – Automated Migration from Lwt to OCaml 5 Direct Style

https://github.com/oug-t/lwt-to-eio
1•oug-t•30m ago•1 comments

Will the 'Scandinavian sleep method' help me sleep?

https://theconversation.com/will-the-scandinavian-sleep-method-really-help-me-sleep-270359
1•PaulHoule•40m ago•2 comments

Everything Becomes an Agent

https://allen.hutchison.org/2026/01/15/everything-becomes-an-agent/
1•gregorymichael•41m ago•0 comments

Show HN: Gambit, an open-source agent harness for building reliable AI agents

https://github.com/bolt-foundry/gambit
7•randall•41m ago•0 comments

My Gripes with Prolog

https://buttondown.com/hillelwayne/archive/my-gripes-with-prolog/
12•azhenley•43m ago•3 comments

WinBoat: Drive by Client RCE and Sandbox Escape

https://hack.do/posts/winboat-guest-service-host-rce/
2•mattaustin•43m ago•0 comments

Amazon Is Buying America's First New Copper Output in More Than a Decade

https://www.wsj.com/finance/commodities-futures/amazon-is-buying-americas-first-new-copper-output...
3•petethomas•43m ago•0 comments

I Mapped Over 300,000 Brands

https://ranchbrandsearch.com/brand/map
1•carshodev•46m ago•1 comments

YBOOK: First Million in Crypto

https://cryptobookz.com/i/your-first-million-in-crypto
1•zenull•46m ago•1 comments

Lex-Gql: GraphQL for AT Protocol

https://tangled.org/chadtmiller.com/lex-gql
1•danabramov•48m ago•0 comments

Bluetooth – Origin of the Name

https://www.bluetooth.com/about-us/bluetooth-origin/
1•rvnx•49m ago•0 comments

List of Individual Trees

https://en.wikipedia.org/wiki/List_of_individual_trees
3•wilson090•49m ago•0 comments

"You Had One Job": Why Twenty Years of DevOps Has Failed to Do It

https://www.honeycomb.io/blog/you-had-one-job-why-twenty-years-of-devops-has-failed-to-do-it
2•gpi•50m ago•0 comments

HTTP RateLimit Headers

https://dotat.at/@/2026-01-13-http-ratelimit.html
2•fanf2•52m ago•0 comments

A superforecaster shares what bottom-feeders can teach about consuming media

https://goodjudgment.com/dont-take-the-bait/
2•hhs•53m ago•1 comments

Show HN: Camera calibration directly in browser for SLAM

https://twitter.com/_asadmemon/status/2011845487180333250
1•asadm•55m ago•0 comments

All 23-Bit Still Lifes Are Glider Constructible

https://mvr.github.io/posts/xs23.html
2•HeliumHydride•55m ago•0 comments

The Magic of the Better Software Conference

https://www.rfleury.com/p/the-magic-of-the-better-software
2•chmaynard•55m ago•0 comments