AI Research Papers

Consensus

Consensus is an AI research search engine that helps users find, analyze, and synthesize peer-reviewed literature quickly.

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Consensus

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What is Consensus?

Consensus is an AI-powered research platform for searching and analyzing peer-reviewed literature. It uses a large paper index to help users review evidence, compare findings, and get faster answers from academic sources.

Consensus vs Similar AI Tools

Pricing ModelFree, PaidFreeFreeFree
Free Credits
Key Features
  • Searches peer-reviewed literature at scale
  • Deep Search for expanded research strategies
  • Citation graph exploration
  • Semantic search over academic papers
  • Hybrid keyword and semantic search
  • Curated landmark papers for quick starts
  • Interactive 2D map of 3M arXiv papers
  • Real-time pan and zoom
  • Cached for instant interaction after load
  • Jacobian lens for interpretability
  • Works with Qwen 0.5B–3B and Pythia 1.4B
  • Top concepts per layer and position
Pros
  • Searches a large body of peer-reviewed research
  • Useful for faster literature reviews
  • Semantic search improves discovery of relevant papers
  • Curated landmark papers provide good starting points
  • Visual exploration of vast paper dataset
  • Fast once cached
  • Runs entirely in the browser
  • No account or payment required
Cons
  • Not a substitute for reading full studies
  • Coverage and access may vary by source
  • Limited to academic papers, primarily in AI and CS
  • No explicit pricing or account details visible
  • Heavy initial load (45 MB)
  • Limited to life sciences and medicine
  • Limited to small models (up to 3B parameters)
  • Requires understanding of LLM concepts for full use
Best For
  • Researchers
  • Students
  • Researchers and students in AI and computer science
  • Literature review and paper discovery
  • Researchers in life sciences and medicine
  • Students exploring scientific literature
  • AI researchers
  • Interpretability engineers

How to use Consensus?

  1. 1Enter a research question or topic.
  2. 2Use Deep Search to expand terms, surface related evidence, and explore citations.
  3. 3Apply filters for timeframe, population, study design, or source type.
  4. 4Review the evidence summaries and compare supporting or conflicting results.
  5. 5Use the Consensus Meter for quick yes-or-no questions to see overall agreement in the literature.

Consensus Key Features

  • Searches peer-reviewed literature at scale
  • Deep Search for expanded research strategies
  • Citation graph exploration
  • Evidence summaries and conflict detection
  • Filters for timeframes, populations, and study designs
  • Consensus Meter for yes-or-no questions
  • Clinical source narrowing for medical research

Consensus Use Cases

  • Literature reviews
  • Academic research
  • Clinical evidence lookup
  • Evidence synthesis
  • Topic exploration for students and faculty
  • Fast background research for researchers and clinicians

Consensus Pricing & Free Credits

Consensus currently operates on a Free, Paid model.

Free Tier

Free

Free

Basic access to research search and evidence discovery features.

Paid Plans

Paid

Subscription

Offers expanded research capabilities and premium access options.

Free

Free

Basic access to research search and evidence discovery features.

Paid

Subscription

Offers expanded research capabilities and premium access options.

Consensus Pros & Cons

Pros

  • Searches a large body of peer-reviewed research
  • Useful for faster literature reviews
  • Deep Search helps broaden and organize queries
  • Evidence-focused output supports academic use
  • Includes medical and clinical filtering options

Cons

  • Not a substitute for reading full studies
  • Coverage and access may vary by source
  • Advanced features may require a paid plan

What is Consensus best for?

  • Researchers
  • Students
  • Clinicians
  • University libraries
  • Academic teams

Consensus FAQ

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