Editorial
About Bitware News
Scientific AI and medical ML signal — what the technology actually does beyond chat demos and cat images.
What we cover
- 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 drafts become live
New briefs and History chapters land on GitHub as draft: true. The site builds only published posts. When a piece has been reviewed, draft flips to falseand the next server pull/build makes it public. Cron pulls from main; drafts stay unpublished after build.
Primary sources
Where possible, each post links a DOI, arXiv, ACL, or proceedings PDF as the primary source. Summaries are plain language with caveats — not press-release paraphrase.
Feeds
Bitware Labs · bitwarelabs.com