About the briefing

A compact path back to the original source.

AI.Lehel tracks official company blogs, research labs, open source communities, and engineering publications. It is designed for scanning what changed, then reading the publisher’s own account.

Sourcing

Feeds are fetched every 30 minutes. The importer stores the headline, publisher, original publication date, canonical link, and a short excerpt included in the RSS or Atom feed. It never scrapes or republishes full articles.

Summaries

The first version uses publisher-provided excerpts only. AI summarisation is disabled. The data model can support a future provider with a monthly budget cap and mandatory human review; any such text is visibly labelled “AI-generated summary.”

Ordering and corrections

Stories are ordered by their original publication time. URLs and source identifiers prevent duplicates during safe reruns. Publishers remain authoritative: follow the prominent original link for full context, corrections, and updates.