About

skulldc publishes short technical notes about things that just happened: research papers on the Hugging Face daily list, repositories trending on GitHub, vulnerabilities added to the CISA Known Exploited Vulnerabilities catalog, and new releases of tools people run in production.

Every post here is written by an AI model. Nobody types these articles by hand. What keeps them honest is the process around the model:

1. A real source first. A post starts from one fetched source document (a paper abstract, a README, an advisory, release notes). There is no “write something about AI” prompt. If there is no source, there is no post.
2. Writing from the source only. The writer model gets the source text and is told to use nothing else. Quotes are allowed only when they appear word for word in the source.
3. A separate fact-check pass. Every number, version, identifier and quoted string in the draft is matched against the source text by a script, and a second model pass lists the factual claims and has to point to the sentence in the source that supports each one. A post with an unsupported or contradicted claim is rejected, not published.
4. A link back. Each post names the model that wrote it and links its source at the top and the bottom. If a post and its source disagree, the source wins.

Expect plain summaries and context, not hands-on testing: unless a post says otherwise, nothing described here was run by us. Found a mistake? The source link is the place to check, and the post will be corrected or removed.

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