The signal is yours. The algorithm doesn't get your attention.
Cur8r reads a channel's sources, scores every candidate against written criteria, and drafts a short briefing that a person approves before it publishes. You get the signal; the feed doesn't get you.
A recommendation is only as good as its reasoning — so the rest of this page is the reasoning, in full.
A curated shelf, not a feed.
Every week, Cur8r's curation agents read through the month's releases, publisher news, trusted reviews and award buzz, and pull out a short list worth knowing about. For each one you get the premise, the themes, and a plain reason it made the cut.
No endless scrolling. No clickbait. A curated shelf you can act on — and one that ends.
The scattered noise
One short weekly briefing
Transparent about why · free of the feed
One channel is one subject, one audience, one cadence.
Sci-Fi Books Weekly is one channel on Cur8r. The service turns the scattered noise of feeds, newsletters and release calendars into short briefings you can act on: you follow the channels that matter to you, Cur8r does the reading and the curating, and each week the signal comes to you — transparent about why, and free of the feed.
Each channel carries its own sources and its own criteria, so what clears the bar for one wouldn't necessarily clear it for another.
How each briefing is built.
Eight stages. Producer agents run the ones where a machine is faster — gathering, ranking, drafting, checking, narrating. A person runs the two that decide what you actually get.
- 01Gathering sourcesSources
- 02Ranking by relevanceProducer agents
- 03Select itemsHuman decides
- 04Writing the scriptProducer agents
- 05Quality checkProducer agents
- 06Editorial reviewHuman decides
- 07Recording audioSynthetic voice
- 08PublishedLive
Two of the eight stages are human gates — choosing which items make the cut, and approving the finished script. Nothing is recorded, and nothing publishes, until a person has signed off on both.
How each item is scored.
Every candidate earns a score out of 100 across five dimensions. The weights say what matters most: is it really about this channel's subject, and who is it for — before style or novelty ever enter.
segment width = points available
- Topical centrality
- Is the channel's subject the item's primary identity?
- Audience fit
- Serves the intended audience and editorial priorities.
- Substance
- Specifics, named facts and concrete detail beat vague mentions.
- Distinctiveness
- An unusual idea or angle outranks routine coverage.
- Freshness
- Newly released or imminent beats older material.
Maximum score 100
Two-thirds of the score sits on topical fit and audience fit, so a dazzling but off-topic item can't crowd out one that actually belongs on the shelf. Substance rewards concrete detail over vague hype; distinctiveness and freshness break ties.
The strongest rise to the top, a person reviews the shortlist, and only then does it become an episode. That is the whole point: you always get to see why.
Read a briefing and judge for yourself.
Sci-Fi Books Weekly is publishing now. Two more channels are in production.