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Show HN: KRR v2.1 – A deterministic, reversible romanization system for Hangul

https://github.com/R8dymade/krr-2.1
2•R8dymade•2h ago

Comments

R8dymade•2h ago
Hello HN(Hacker News), I’m the author of KRR v2.1. I have a background in Education, not Computer Science, but I built this because I was frustrated with the inefficiency of the current Korean romanization standard (RR). The Problem: Existing standards are designed for "sound," not "data." They are irreversible (Lossy compression). They are ambiguous (e.g., 'Gang' = River or liver+ㄴ?). They cause safety issues (The Korean word 니가 transliterates to Niga, triggering filters). The Solution: I designed a purely logical, 1:1 mapping protocol. It uses 3 control keys (\, ~, `) to handle all 11,172 Hangul syllables without collision. It preserves morphological boundaries (e.g., goog\bab instead of Gukbap), which is better for LLM tokenization. It is implemented in Python (about 50 lines of core logic). It might look structurally different from conventional romanization, but for indexing, searching, and AI processing, I believe this is mathematically superior. The code is open-source (Apache 2.0). I’d love to hear your feedback on the logic.

Multidimensional Analysis: Algebras and Systems for Science and Engineering

https://www.georgehart.com/research/multanal.html
1•teleforce•12m ago•0 comments

Ask HN: Ruby 4 and unicorn segfault (kgio) how to get a gem release?

1•catatsuy•20m ago•0 comments

A framework for semiring-annotated type systems

https://stax.strath.ac.uk/concern/theses/tt44pn44w
1•teleforce•20m ago•0 comments

AI language models duped by poems

https://www.dw.com/en/ai-language-models-duped-hacked-by-poems-chatgpt-gemini-claude-security-mec...
1•DeLopSpot•23m ago•0 comments

Million dollar idea? Imagine TikTok but everytime you scroll it's a new meme

https://www.onemorememe.com/
1•mattmerrick•26m ago•1 comments

The $276B Bull: Ken Fisher's Top Bets for the AI Supercycle

https://www.13radar.com/guru/ken-fisher
1•EvansWilson•28m ago•2 comments

Staying ahead of censors in 2025

https://forum.torproject.org/t/staying-ahead-of-censors-in-2025-what-weve-learned-from-fighting-c...
22•ggeorgovassilis•36m ago•1 comments

Case Study on Structured JSON Prompts for Nano Banana Pro

https://curateclick.com/blog/2025-12-29-nano-banana-pro-prompts
1•czmilo•41m ago•3 comments

Show HN: Z80-μLM, a 'Conversational AI' That Fits in 40KB

https://github.com/HarryR/z80ai
2•quesomaster9000•43m ago•0 comments

Binaries

https://fzakaria.com/2025/12/28/huge-binaries
3•todsacerdoti•49m ago•0 comments

Show HN: DockMate – Terminal UI for Container Management

https://github.com/shubh-io/DockMate
1•shubh-io•50m ago•0 comments

Show HN: Got tired of searching for AI news daily so I built my own AI news page

https://dreyx.com/
1•lilsquid•52m ago•1 comments

Codex Kaioken – OpenAI Codex CLI fork with subagents, memory, and live settings

https://github.com/jayasuryajsk/codex-kaioken
2•j34nsh33•54m ago•2 comments

Show HN: Snippets – Minimal local scratchpad for code and notes

https://snippets.dev/
1•william_uk•55m ago•0 comments

Copybara – tool for transforming and moving code between repositories

https://github.com/google/copybara
2•wiradikusuma•55m ago•0 comments

The Lure of a Rising Asian Metropolis? No Traffic.

https://www.nytimes.com/2025/12/28/world/asia/indonesia-nusantara-future-capital.html
1•mitchbob•57m ago•1 comments

World's Smallest Programmable, Autonomous Robots

https://techxplore.com/news/2025-12-world-smallest-programmable-autonomous-robots.html
4•the-mitr•57m ago•0 comments

Panoramas of Star Trek Sets

https://mijofr.github.io/st-panorama/
5•jfil•57m ago•0 comments

Show HN: My not-for-profit search engine with no ads, no AI, & all DDG bangs

https://nilch.org
3•UnmappedStack•59m ago•0 comments

Show HN: MCP Web Host

https://mcphost.link
2•init0•1h ago•0 comments

Dream

https://en.wikipedia.org/wiki/Dream
1•downboots•1h ago•0 comments

Show HN: AI-assisted approach to detecting patterns in network traffic

https://github.com/vgaj/phd/tree/main/mcp_prototype
2•viru7•1h ago•0 comments

John Simpson: 'I've reported on 40 wars but I've never seen a year like 2025'

https://www.bbc.com/news/articles/cj4qp17e1lqo
37•febed•1h ago•5 comments

A Practical Introduction to Finger Trees

https://chrispenner.ca/posts/intro-to-finger-trees
2•todsacerdoti•1h ago•0 comments

Reverse engineering Apple Music's background gradient

https://www.aadishv.dev/music
2•aadishv•1h ago•0 comments

Selfletter: I Built a Newsletter for One (Me)

https://github.com/infinitylogesh/selfletter
1•infinity_logesh•1h ago•0 comments

My First Meshtastic Network

https://rickcarlino.com/notes/electronics/my-first-meshtastic-network.html
3•rickcarlino•1h ago•0 comments

Tracking differences between deep research systems OpenAI, Google, others

https://research.site
1•deankroker•1h ago•0 comments

China launches live-fire drills encircling Taiwan

https://www.theguardian.com/world/2025/dec/29/china-live-fire-military-drills-around-taiwan
20•pinewurst•1h ago•2 comments

Pharmacologic reversal of advanced Alzheimer's disease in mice

https://www.cell.com/cell-reports-medicine/fulltext/S2666-3791(25)00608-1
1•pfrrp•1h ago•0 comments