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DarkCode – 8-color barcode, 140k chars (decoder 50% broken)

https://github.com/Typexex/DarkCode-Bardo
3•typexaitypexex•1h ago

Comments

typexaitypexex•1h ago
Built this as a research project to test if multi-color barcodes can beat QR code capacity. Uses 8 RGB colors (3 bits/pixel vs 1 bit).

Encoding works fine. Decoding fails ~50% due to camera color distortion, lighting variance, and compression artifacts.

Tech: Kotlin/C++, OpenCV, Reed-Solomon over GF(2^8), LZMA compression.

Main question: is this fundamentally broken with consumer cameras, or solvable with better calibration/ML?

Apache 2.0 licensed. The Reed-Solomon implementation might be useful even if the barcode concept doesn't pan out.

carl_dr•48m ago
Literally the most important thing you could have included in that README is a few samples of how it looks, and you might have found some people to answer the questions you have.

Even an examples directory in the repo with some samples would have helped.

ungreased0675•1h ago
What does it look like?

The Nobility of the Composing Stick

1•ArchieScrivener•58s ago•0 comments

Why has Microsoft been routing example.com traffic to a company in Japan?

https://arstechnica.com/information-technology/2026/01/odd-anomaly-caused-microsofts-network-to-m...
1•zdw•1m ago•0 comments

Swarm Coordinators Are the Next Big Thing

https://www.alecskriloff.com/blog/swarm-coordinators-are-the-next-big-thing
1•AlecSkriloff•2m ago•0 comments

2026 Public Domain Film Remix Contest Winners, Honorable Mentions and Finalists

https://blog.archive.org/2026/01/21/2026-public-domain-film-remix-contest/
1•gnabgib•4m ago•0 comments

Show HN: Aden A self-healing agent framework that refactors its own logic

https://github.com/adenhq/hive
1•AdelAden•4m ago•0 comments

Alexander Grothendieck: A Country Known Only by Name (2014)

https://inference-review.com/article/a-country-known-only-by-name
1•mellosouls•5m ago•0 comments

Turned A

https://en.wikipedia.org/wiki/Turned_A
1•barrister•9m ago•1 comments

The Entropy of Sovereign AI: Why the Map Is Not the Territory

https://ure.us/articles/the-entropy-of-sovereign-ai-why-the-map-is-not-the-territory/
1•sschotten•10m ago•0 comments

Latest ChatGPT model uses Elon Musk's Grokipedia as source, tests reveal

https://www.theguardian.com/technology/2026/jan/24/latest-chatgpt-model-uses-elon-musks-grokipedi...
2•pseudolus•10m ago•0 comments

Show HN: I Created a Simple Guide to the Best AI Tools for Absolute Beginners

https://xthe.com/ai/ai-tools-beginners/
1•xthe•11m ago•1 comments

Administration Plans to Write Regulations Using Artificial Intelligence

https://www.propublica.org/article/trump-artificial-intelligence-google-gemini-transportation-reg...
3•pseudolus•16m ago•0 comments

TikTok removals up 150% following U.S. joint venture

https://www.cnbc.com/2026/01/26/tiktok-uninstalls-are-up-150percent-following-us-joint-venture.html
4•gehwartzen•16m ago•0 comments

Vinod Khosla publicly disavows Keith Rabois' comments on ICE shooting

https://techcrunch.com/2026/01/26/vinod-khosla-publicly-disavows-keith-rabois-comments-on-ice-sho...
2•SilverElfin•18m ago•1 comments

Quack-Cluster: A Serverless Distributed SQL Query Engine with DuckDB and Ray

https://github.com/kristianaryanto/Quack-Cluster
2•tanelpoder•19m ago•0 comments

Palantir Defends Work with ICE to Staff Following Killing of Alex Pretti

https://www.wired.com/story/palantir-ice-dhs-alex-pretti-killing-workers-slack-minneapolis/
3•nickthegreek•19m ago•0 comments

Show HN: FSA Savings Calculator (see how much pre-tax saves you)

https://prewallet.lovable.app/fsa-calculator
1•nemath•21m ago•0 comments

One week and $608 later – Skyscraper's launch into the big Bluesky

https://blog.cameron.software/2026/01/one-week-and-608-later-skyscrapers-launch-into-the-big-blue...
2•CameronBanga•21m ago•0 comments

Show HN: Protogen – An Autopoietic Autonomous World Model

https://github.com/jzkool/Aetherius-sGiftsToHumanity/blob/main/Architectural%20Software/Protogen_...
1•hiddenarchitect•22m ago•0 comments

Covid's long shadow looms over a new generation of college students

https://www.sfgate.com/bayarea/article/covid-cohort-college-students-21309223.php
3•pseudolus•22m ago•0 comments

Spartakiada – Mass gymnastics event, held in Prague, Czech Republic

https://old.reddit.com/r/Damnthatsinteresting/comments/s5mjic/spartakiada_mass_gymnastics_event_h...
1•vinnyglennon•27m ago•0 comments

Swift-Sass – Embed Dart Sass Compiler in Swift with Custom Importers, Functions

https://github.com/johnfairh/swift-sass
1•TheWiggles•28m ago•0 comments

Shooting Stars

https://dumbideas.xyz/posts/shooting-stars/
2•omegastick•29m ago•0 comments

Wyoming Goes from Sub-Zero Temperatures to Hurricane Force Winds in 24 Hours

https://cowboystatedaily.com/2026/01/26/wyomings-gusty-monday-a-result-of-chinook-winds-rushing-i...
3•Bender•30m ago•0 comments

IDE-SHEPHERD: Your shield against threat actors lurking in your IDE

https://securitylabs.datadoghq.com/articles/ide-shepherd-release-article/
3•tanelpoder•30m ago•1 comments

Cody Woman One of America's First Female CIA Agents, Pioneered Covert Operations

https://cowboystatedaily.com/2026/01/26/cody-woman-pioneered-cia-covert-operations/
4•Bender•31m ago•1 comments

Multiple vulnerabilities in React Server Components (CVE-2026-23864)

https://www.cve.org/CVERecord?id=CVE-2026-23864
1•nthypes•32m ago•1 comments

OpenAI spills technical details about how its AI coding agent works

https://arstechnica.com/ai/2026/01/openai-spills-technical-details-about-how-its-ai-coding-agent-...
2•Bender•32m ago•0 comments

Building a Personal CTO Operating System with Claude Code

https://obie.medium.com/building-a-personal-cto-operating-system-with-claude-code-b3fb9c4933c7
2•sdoering•34m ago•0 comments

The Engineer who invented the Mars Rover Suspension in his garage [video]

https://www.youtube.com/watch?v=QKSPk_0N4Jc
7•UltraSane•35m ago•0 comments

Summarize – CLI and Chrome Side Panel for Fast Summaries

https://summarize.sh/
1•duck•35m ago•0 comments