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Briefings: your sources, digested.
A briefing is a recurring AI digest of the sources you follow. Instead of watching every new video or reading every new post, you get a cited summary of what actually changed — and you can drill into any claim.
How briefings work
1. Follow sources
Generally available monitoring covers YouTube channels, YouTube playlists, and website roots. Additional feed, social-profile, community, and topic sources are controlled rollouts; check the source matrix before planning around them.
2. Get a digest
New content is fetched or transcribed as appropriate, analyzed, and rolled into a briefing: a narrative digest with numbered citations that link back to the source material. Insights and summaries follow the source's own language, so a Spanish channel produces Spanish insights unless you configure otherwise.
3. Go deeper
Every briefing supports follow-up: open the cited source at the referenced timestamp, ask questions with Ask AI (answers stay grounded in the briefing's sources), or generate a visual cheatsheet — a shareable one-page image summarizing the key points.
Reading the feed
- Feed and deck views — browse briefing items as a feed or swipe through them as cards; each item carries its summary, tags, and source link.
- Citations you can check — digests cite sources inline; a citation opens the underlying transcript or document at the right place.
- Tags — items are auto-tagged so you can filter large feeds by topic.
- Sharing — share a briefing or a single item with a public link; recipients see a read-only view without needing an account.
Synced items and waiting briefings
The banner on Briefings and Sources shows discoveries and completed summaries in the last 24 hours, plus items waiting now. Older discoveries can finish today, so these numbers do not have to add up. Work already being prepared is shown separately, and each source has its own counts.
When paid preparation is available, review and confirm a one-time batch of up to 25 eligible waiting summaries at the displayed credit price. This does not create a standing rule. Items still fetching content or already accepted are not offered again. Failed generations release their credit holds.
You can also change separate daily limits for paid summaries and paid cheatsheets in the banner. Paid summaries start at zero; existing cheatsheet settings do not enable summary charges. The banner shows the included allowance and a current-price estimate. You can manage the cheatsheet limit without enabling automatic cheatsheets. Increases require current prices; reductions remain available during a pricing outage. Changes apply on the next processing tick; automatic work is spread through the day and depends on available credits. Automatic cheatsheets have separate charges, included in the estimated upper bound when enabled.
Briefings vs. Library chat
Both are grounded in sources, but they are different destinations. Briefings are push: Keldura tells you what's new on a schedule. Library chat is pull: you ask questions over material saved in Library folders. A Briefings-only monitor does not automatically add every discovered item to the Library; save an item when you want to chat over it there. Library + Briefings combines both workflows.