Key Concepts
Consensus AI, Deep Research, Literature Review, Consensus Meter, Research Gaps, Draft an Outline, Create a Table, Follow-up Questions, Source-based AI, Research Collaboration, Filtering, Peer-Reviewed Literature.
Consensus AI Updates: A Detailed Overview
1. Introduction of New Interface and Features
Consensus AI has a new interface with updated buttons and functionalities designed to enhance research capabilities. The key update is the "Deep Research" feature, alongside improvements to existing tools like "Draft an Outline," "Create a Table," and the "Consensus Meter."
2. Deep Research: Comprehensive Literature Review
Functionality: The "Deep Research" feature conducts a comprehensive literature review of 50 papers to answer a research question. It identifies, screens, and analyzes references to create a report. Process: 1. Select "Deep" from the drop-down menu. 2. Enter a research question (e.g., "Can content analysis be used effectively in sociology research?" or "Can excessive sodium consumption lead to hypertension?"). 3. Initiate the search. 4. Consensus identifies references, screens them for eligibility, and includes relevant ones. Example: A deep search on the question "Can excessive sodium consumption lead to hypertension?" identified 947 papers, screened them, and included 50 in the final report. Output: The output includes: * The research question. * An introduction. * Color-coded references (green for agreement, red for disagreement, unknown, and mixed). * A quick outline of methods. * Key papers. * Top contributors. * Discussion with referenced claims. * Claims and evidence table. * Research gaps matrix. * Open research questions. * Standard Consensus search results. Research Gaps Matrix: This matrix identifies areas where research is lacking. For example, it might show that longer-term randomized control trials on cardiovascular disease (CVD) events are unknown in the literature for adolescents and older children.
3. Follow-Up Questions: Enhanced Research Collaboration
Functionality: After an initial search (using "Quick" or "Pro" modes), users can ask follow-up questions using a bar at the bottom of the results page. Process: 1. Perform a regular search. 2. Click on the follow-up question bar (or press the "/" key). 3. Ask a related question, specifying "Quick," "Pro," or "Deep" mode. Benefit: This feature allows for a more conversational and iterative research process, building upon initial findings.
4. Draft an Outline: Streamlining Content Creation
Functionality: The "Draft an Outline" feature generates outlines for various types of content, such as blog posts or grant proposals, with supporting references. Examples: * Drafting an outline for a blog on the pros and cons of the carbon tax. * Creating an outline for a grant proposal on methane-eating microbes. Process: 1. Click the "Draft an Outline" button. 2. Enter the topic. 3. Consensus generates an outline with referenced sections. Benefit: This tool helps overcome the initial hurdle of a blank page and provides a structured starting point for content creation.
5. Create a Table: Data Comparison and Organization
Functionality: The "Create a Table" feature allows users to generate tables comparing different elements or data points. Example: Creating a table comparing 5G frequency bands. Process: 1. Click the "Create a Table" button. 2. Enter the comparison topic. 3. Consensus generates a table with relevant information. Benefit: This tool is useful for organizing and presenting data in a clear, comparative format.
6. Consensus Meter: Quick Research Snapshot
Functionality: The "Consensus Meter" provides a snapshot of the research consensus on a given question, indicating whether studies support, mix, possibly support, or reject the premise. Features: * Color-coded results for easy interpretation. * Filtering options to exclude certain categories (e.g., "no," "mixed," "possibly"). * Standard Consensus filters for publication year, journal rank (Q1 journals), citation count, and preprint exclusion.
7. Conclusion
Consensus AI offers a suite of tools designed to streamline and enhance the research process. The "Deep Research" feature provides comprehensive literature reviews, while follow-up questions enable iterative exploration. The "Draft an Outline" and "Create a Table" features aid in content creation and data organization, and the "Consensus Meter" offers a quick snapshot of research consensus. These updates position Consensus as a powerful alternative to Perplexity for researchers seeking source-based AI assistance.
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