Academia
How Semantica Tracks Research Across Sources So You Don't Have To
Semantica Team
July 28, 2026
6 min readKeeping up with a research area usually means checking several places by hand: a preprint server, a couple of journal search tools, maybe a citation manager, then re-running the same search every week hoping nothing slipped through. Semantica replaces that with a single tracked feed.
Once a topic has enough activity, you can turn on an automated digest. It's a personalized newsletter of the newest, most relevant papers for that topic, delivered on whatever schedule matches how fast the field actually moves.
How Semantica helps
- Aggregate state-of-the-art research across AI/ML, engineering, and biomedical sources into one deduped, ranked feed per topic.
- Get a digest on your own schedule: weekly for a fast-moving topic, monthly for a slower one.
- Ask questions about your tracked topics and get answers grounded in the actual papers you follow.
- Claims are checked against cited evidence instead of produced from general knowledge.