nowfound

AI · April 7, 2026

Unicode Steganography

I built a demo of two Unicode steganography techniques, zero-width characters and homoglyph substitution, in the context of AI misalignment. The first is about the use of two invisible zero-width characters (ZWS and ZWNJ) to binary encode text. The second is much cooler. Most characters in the Latin and Cyrillic alphabets look nearly identical, but have different unicode. If you have text to encode and convert it into binary representation (1s and 0s), you could take plain english "carrier" text and for each 1 in the binary representation you could substitute the Cyrillic letter equivalent.…

Unicode Steganography launched on April 7, 2026 with 59 votes, #869 of 21,248 launches that month and more than 95% of that year's launches.

In plain words

Unicode Steganography is a demo tool that implements two techniques for hiding text within other text. The first method uses invisible zero-width characters to binary encode messages. The second uses homoglyph substitution, where visually similar Latin and Cyrillic characters are swapped according to binary patterns, allowing hidden messages to be embedded in plain English text. Both techniques are presented in the context of AI misalignment concerns. The tool is designed for those interested in exploring covert communication methods and their security implications.

written from the facts on this page · September 2026

From the sources

Interactive demos showing how invisible Unicode characters and visual lookalikes can carry secret messages through ordinary text, and what that means for AI safety and alignment.

How invisible characters and visual lookalikes can carry secret messages through ordinary text, and what that means for LLM safety. A sufficiently capable model could embed covert signals in its outputs, invisible to human readers but recoverable by another model or process. Try it yourself below. Each technique hides data inside normal-looking text, but the tradeoffs around detectability, capacity, and robustness differ. LLM steganography is a concrete example of how AI deception could work in practice. Each of the techniques demonstrated above fools human readers, but none survives a scanner built to look for them: a Unicode category check catches zero-width characters, a homoglyph…from steganography.patrickvuscan.com

In the maker’s words, at launch

I built a demo of two Unicode steganography techniques, zero-width characters and homoglyph substitution, in the context of AI misalignment. The first is about the use of two invisible zero-width characters (ZWS and ZWNJ) to binary encode text. The second is much cooler. Most characters in the Latin and Cyrillic…

Does a similar job

all alternatives →

More ai this month

the category →
  • Video model that turns script into viral social media videos

    AI · 17d ago · spira.ai

  • The browser where Claude Code and Codex work beside you

    AI · 17d ago · rill.love

  • Kolibri is Aleph Alpha

    AI · 19d ago · tej.as

  • Paintings by AI models: programs run through a simulation of oil paint.

    AI · 20d ago · stillwet.art

  • Onepin▲384

    AI voiceover with every name, price and date said right

    AI · 30d ago · onepin.ai

  • A real-time world model you can explore and change

    AI · 29d ago · world.pixverse.video

Source: Show HN post ↗ · launch text quoted in part

Launched alongside, April 2026

the whole month →
  • Brila▲1,364

    One-page websites from real Google Maps reviews

    AI · Apr 2026 · brila.ai

  • AG

    Thought the resources for GPU arch were lacking, so here we are

    Life & fun · Apr 2026 · jaso1024.com

  • Built a ~9M param LLM from scratch to understand how they actually work. Vanilla transformer, 60K synthetic conversations, ~130 lines of PyTorch. Trains in 5 min on a free Colab T4. The fish thinks the meaning of life is food. Fork it and swap the personality for your own character.

    AI · Apr 2026 · github.com

  • AI meeting notes: now bot-free, in ChatGPT & Claude + more

    AI · Apr 2026 · fathom.ai

  • I made a laptop stand out of solid concrete, in the style of brutalist architecture, with themes of urbex and urban decay

    Life & fun · Apr 2026 · sam-burns.com

  • With social media and now AI, its important to keep the indie web alive. There are many people who write frequently. Blogosphere tries to highlight them by fetching the recent posts from personal blogs across many categories. There are two versions: Minimal (HN-inspired, fast, static): https://text.blogosphere.app/ Non-minimal: https://blogosphere.app/ If you don't find your blog (or your favorite ones), please add them. I will review and approve it.

    AI · Apr 2026 · text.blogosphere.app