Researca is built in the open. Every volume is a real change shipped — what moved, why it mattered, and what's next.
Papers are now read in full — chunked, embedded, and ranked on their actual methods and results rather than abstracts. This is the change the rebuild was for.
Upload papers you have rights to and Researca reads them privately alongside open-access results — the legal route to covering paywalled work without ever fetching it.
Relevance ranking rebuilt to favour your question over citation fame, plus a two-stage budget guard so a runaway query can never drain the API.
The first working search → synthesis flow. A real ML researcher tested it, told us the truth, and agreed to test the rebuild. That feedback set the whole roadmap.
A research agent that plans, reads, and surfaces contradictions and gaps. Be there when it lands.
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