Maintained research library
Start with a real question. Find the research that shapes the answer.
The operator corpus retains 488,491 records from arXiv, OpenReview, bioRxiv, and medRxiv for researchers, product builders, and operators investigating a technical or market question. The public site offers selected indexes, citation and reviewer signals, reading paths, and cited answers.
Browse without an account or checkout. The cited-answer route uses bot verification. Public API details are available in the OpenAPI document.
- Operator corpus
- 488,491
- Public snapshot
- 478,991
- Source collections
- 04
- Semantic clusters
- 64
Choose an entry point
Search the deployed index or ask for a cited synthesis.
Public search works over selected static exports from the retained corpus. The answer route combines those research signals with the live Knowledgebase path and keeps citations attached.
Public corpus search
INDEX / 01Search the deployed paper slice by title, topic, venue, citations, and reviewer signals. Try emergent capabilities or diffusion model training instability.
Cited research answer
ANSWER / 02Ask a focused question. The live route retrieves relevant research signals and returns a concise answer with citations. Turnstile protects this public endpoint from automated abuse.
Hot right now
Recent papers combining citation velocity, peer-review signal where available, and graph centrality.
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Reviewer-loved early work
High OpenReview scores on recent submissions. Citation counts for OpenReview-only records are hidden until a verified citation crosswalk is added.
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Topics reviewers are most excited about
Mean reviewer rating by extracted topic. This is the compact view of what top venues are rewarding.
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Research map
Semantic clusters from MiniLM embeddings. Use this as the one map of the corpus, not a separate diagnostics area.
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Top papers
The strongest papers in the corpus by citations and graph centrality.
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What the field cites
Works most cited by the corpus, useful as a compact reading list of durable foundations.
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