Keeping up with the literature,
without reading all of it.
Literature Assistant takes the first pass for you. It pulls the newest papers on a topic, has an LLM read and score each one for relevance, and learns from your relevant / not-relevant calls so the next batch lands closer to what you're after.
Invite-only · Accounts are gated by a registration key.
Two modes, two jobs
One for staying current day to day, one for digging in when you're actually writing.
Daily Brief
A daily check on a field: it grabs the newest papers, the LLM rates each one 1–10 with a short reason, and you skim a ranked list instead of the whole feed.
Discover
For deeper research, like working on a paper. It takes the papers you've kept and finds the closest new matches, plus genuinely new directions across the wider literature.
Built-in evaluation
Checks whether the LLM actually beats plain keyword and embedding ranking, measured against the papers you label, with real precision and ranking metrics.
How it works
From a research question to a ranked reading list in a few minutes.
Built to make literature review more efficient
From a research question to a ranked, relevance-scored reading list in minutes. Literature Assistant handles the first pass of the literature so your time goes to the papers worth reading, not to sifting the feed.
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