Editorial
About Bitware News
Scientific AI and medical ML signal: what the technology actually does beyond chat demos and cat images.
What we cover
- Easy reading, plain-language explainers for non-specialists, with links into papers and History when you want more.
- Methods, models, training, representations; what changed in the paper.
- Medical ML, imaging, reports, clinical decision support, with measured limits.
- Eval, infra, safety, how systems are tested, run, and bounded.
- History, a serial from cybernetics through transformers and scaling, grounded in primary sources.
What we skip
- Chat-demo headline recycling and product launch theater.
- Claims without a primary paper, preprint, or comparable evaluation.
- Founding myths (“XOR killed neural nets”, “BERT invented pretraining”) without the paper trail.
How the site updates
Content lives on GitHub (main). A server cron job pulls and rebuilds the site. What is on main is what gets published.
Primary sources
Where possible, each post links a DOI, arXiv, ACL, or proceedings PDF as the primary source. Easy reading keeps the prose plain and puts the technical door one click away.
Feeds
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