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Tag: data encoding

  • The Register: How OpenAI used a new data type to cut inference costs by 75%

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    by

    Kurt Seifried
    in

    Source URL: https://www.theregister.com/2025/08/10/openai_mxfp4/ Source: The Register Title: How OpenAI used a new data type to cut inference costs by 75% Feedly Summary: Decision to use MXFP4 makes models smaller, faster, and more importantly, cheaper for everyone involved Analysis Whether or not OpenAI’s new open weights models are any good is still up for debate, but…

  • Embrace The Red: Sneaky Bits: Advanced Data Smuggling Techniques (ASCII Smuggler Updates)

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    by

    Kurt Seifried
    in

    Source URL: https://embracethered.com/blog/posts/2025/sneaky-bits-and-ascii-smuggler/ Source: Embrace The Red Title: Sneaky Bits: Advanced Data Smuggling Techniques (ASCII Smuggler Updates) Feedly Summary: You are likely aware of ASCII Smuggling via Unicode Tags. It is unique and fascinating because many LLMs inherently interpret these as instructions when delivered as hidden prompt injection, and LLMs can also emit them. Then,…

  • Hacker News: Smuggling arbitrary data through an emoji

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    by

    Kurt Seifried
    in

    Source URL: https://paulbutler.org/2025/smuggling-arbitrary-data-through-an-emoji/ Source: Hacker News Title: Smuggling arbitrary data through an emoji Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses an interesting method of encoding data using Unicode characters, specifically through the application of variation selectors. This approach demonstrates a theoretical ability to embed arbitrary data within standard text representations,…