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Assess

Tools

An open model format and runtime ecosystem used for deploying ML models across platforms.

Why it's here

Placed in Assess: 2 article(s) of evidence from 1 source(s), led by open-source activity, with 0 in the last 30 days. Confidence 34%.

Evidence (2)

  • 7Hacker News·8/24/2026research
    Microsoft Paint and Photos Embed Invisible GUID Watermarks in Local AI Images

    Reverse engineering shows that Microsoft Paint and Photos send prompts to a remote moderation server, which returns a GUID that is then embedded as an invisible watermark in locally generated images. The visible watermark toggle does not control this behavior, and Microsoft also uses C2PA metadata for AI-generated image saves in supported formats.

  • 7Hacker News·7/19/2026open_source
    transcribe.cpp launches as a ggml-based speech-to-text library

    transcribe.cpp is a new v0.1.0 transcription library built on ggml, aiming to support a wide range of modern speech-to-text models with GPU acceleration. The author says each model is numerically validated and WER-tested against reference implementations, and the project includes bindings for Python, JavaScript/TypeScript, Rust, and Swift/ObjC.