Search Academic Sources Fast with Consensus AI | Full Tutorial @vugar_ibrahimov

Vugar Ibrahimov | AI & Education
9 Mar 202407:04

TLDRIn this tutorial, the presenter introduces Consensus AI, a tool that leverages the semantic scholar database to quickly search academic sources. The tool provides summaries and consensus from analyzed papers, offering insights like 76% agreement on climate change's impact on human migration. It also includes filters for research methods and study types, though these require credits. The presenter advises using AI tools like Consensus AI cautiously and in combination with other research methods for comprehensive literature reviews.

Takeaways

  • 🌐 Consensus AI is a web-based application with the domain name consensus.app that utilizes the Semantic Scholar's database to provide AI-powered academic research assistance.
  • 🔍 The platform offers a simple interface with a search bar for users to input queries, and it provides quick summaries and consensus on the impact of topics based on analyzed papers.
  • 💼 Users can sign up for a free account with limited credits or opt for a premium account for full access to all features.
  • 📊 The platform can analyze a certain number of papers to answer yes/no questions, such as 'Does climate change impact human migration?', showing the percentage of papers that agree, possibly agree, or disagree.
  • 📈 Consensus AI analyzed 17 papers to determine that 76% agree that climate change impacts human migration, with 24% possibly agreeing, and none disagreeing.
  • ☕️ For different queries, such as 'Does coffee impact anxiety?', the platform analyzed 14 papers, with 79% agreeing, 14% possibly agreeing, and 7% disagreeing.
  • 📚 The platform is particularly useful for literature reviews, providing direction at the beginning of research but should be used in conjunction with other tools and methods.
  • 📝 Consensus AI also offers a feature to write brief summaries and provides links to sources, including publishing house, author name, citations, and published year.
  • 🛠️ Users can apply filters to refine search results by years, methods (like meta-analysis or systematic review), study types, journal quality, and research domains.
  • 💡 The tutorial emphasizes the importance of using AI tools like Consensus AI carefully and not relying solely on them for research, suggesting a combination with other AI tools and conventional methods.
  • 🎥 A webinar conducted with Professor Len Nak is available for those interested in learning more about leveraging AI for academic processes, with clear use cases and different AI tools discussed.

Q & A

  • What is the main topic of the tutorial presented by Vugar Ibrahimov?

    -The main topic of the tutorial is the introduction and demonstration of an AI-powered app called Consensus, which is designed to search academic sources quickly.

  • What is the domain name of the Consensus app?

    -The domain name of the Consensus app is 'consensus.apppp'.

  • Which database does Consensus utilize for its search functionality?

    -Consensus utilizes the article Corpus of Semantic Scholar for its search functionality.

  • What is the difference between the free and premium accounts on Consensus?

    -The free account on Consensus comes with a limited number of credits, while the premium account provides access to all features without such limitations.

  • How does the Consensus app summarize research articles to answer a question?

    -Consensus provides a quick summary of the analyzed papers, indicating the percentage of articles that agree, possibly agree, or disagree with the question posed.

  • What percentage of analyzed papers in the Consensus app agreed that climate change impacts human migration?

    -76% of the analyzed papers agreed that climate change impacts human migration.

  • What is the significance of the 'Consensus Matter' feature in the app?

    -The 'Consensus Matter' feature provides a quick analysis of a number of papers to answer a specific question, summarizing the general consensus among the academic articles.

  • What is the purpose of the filters in the Consensus app?

    -The filters in the Consensus app allow users to refine their search by adjusting parameters such as years, methods, study types, journals, and domains.

  • What is the webinar mentioned in the tutorial about?

    -The webinar is about leveraging the power of AI tools for academic processes, covering different strategies, tactics, and methods, with clear use cases.

  • How does the Consensus app assist in the literature review process?

    -The Consensus app can provide direction at the beginning of a literature review by quickly summarizing the consensus from a selection of papers on a given topic.

  • What is the recommendation for using AI tools like Consensus in academic research?

    -It is recommended to use AI tools like Consensus carefully and not rely solely on them. It's advised to use multiple AI tools in conjunction with conventional methods for a comprehensive research approach.

Outlines

00:00

🌐 Introduction to Consensus AI Tool

The video introduces 'Consensus,' an AI-powered app with a website domain name 'consensus.apppp.' It utilizes the semantic scholar database, offering additional features beyond those available on the semantic scholar platform. The presenter demonstrates the app's simple interface and shows how to use its search bar. They mention having a premium account, which provides full access to features, while a free account offers limited credits for use. The presenter poses a question, 'Does climate change impact human migration?' and explains how the app can quickly summarize the findings from analyzed papers, showing a consensus of 76% agreement from 17 papers. The video also touches on the importance of not solely relying on AI tools for literature review and the need to consider the limited number of papers analyzed by the app.

05:03

🔍 Advanced Features and Recommendations for Using AI Tools

The second paragraph discusses advanced features of the Consensus app, such as filters for study types, methods, journal quality, and research domains. These features require credits, which are limited on a free account but unlimited with a premium account. The presenter advises using AI tools like Consensus carefully and not relying solely on them for research. They recommend combining AI tools with conventional methods, such as using Google Scholar, to access a broader range of papers. The video concludes with a call to action for viewers to like, subscribe, and watch more videos on the channel, and mentions a past webinar with Professor Len nak, which is available for viewing.

Mindmap

Keywords

💡Consensus AI

Consensus AI refers to an AI-powered application designed to facilitate academic research by quickly analyzing scholarly articles to answer specific questions. In the context of the video, it utilizes the database of Semantic Scholar, which is a free AI tool for academic research. The application provides a simple interface for users to input their research queries and receive a summary of the consensus found in the literature. For instance, when the user asks if climate change impacts human migration, Consensus AI analyzes multiple papers and reports that 76% of the analyzed articles agree on the affirmative.

💡Semantic Scholar

Semantic Scholar is a free AI tool mentioned in the video that provides a database of scholarly articles. It is used as the underlying corpus for Consensus AI, which means it supplies the articles that Consensus AI analyzes to provide quick summaries and answers to research questions. The video tutorial highlights how Consensus AI extends the functionality of Semantic Scholar by offering additional features and a more interactive search experience.

💡Climate Change

Climate change is a significant global issue that is discussed in the video as an example of a research topic. The video demonstrates how Consensus AI can be used to quickly determine the scholarly consensus on whether climate change impacts human migration. The analysis shows that a majority of the papers reviewed by Consensus AI agree that there is an impact, illustrating the application's ability to synthesize research findings on complex topics.

💡Human Migration

Human migration is a theme within the video that is explored in relation to climate change. It is used as a query in the tutorial to demonstrate how Consensus AI can provide a quick consensus on the impact of climate change on human migration patterns. The term is significant as it represents a real-world consequence of environmental changes and is a subject of interest for researchers using the Consensus AI tool.

💡AI Tools

AI tools, as discussed in the video, are applications that use artificial intelligence to assist with various tasks, such as academic research. The video focuses on Consensus AI as an example of an AI tool that can analyze scholarly articles to provide quick insights. The presenter also suggests using multiple AI tools in conjunction with conventional research methods for a more comprehensive approach to literature review.

💡Literature Review

A literature review is a research process where scholars examine previously published works to gain insights into a particular subject. In the video, the presenter suggests that Consensus AI can be a valuable tool for those starting their literature review, as it can provide direction and a quick consensus on research questions. The tool's ability to analyze articles and provide summaries can save time and offer a starting point for more in-depth reviews.

💡Webinar

A webinar is an online seminar or lecture that is mentioned in the video as an event conducted by the presenter in collaboration with Professor Len. The webinar covered strategies and tactics for leveraging AI in academic processes, including the use of AI tools. The recording of this webinar is available for viewers, providing additional educational content related to the themes discussed in the video.

💡Co-Pilot

Co-Pilot, as mentioned in the video, is a feature within Consensus AI that provides a brief summary of scholarly articles. It analyzes a set number of papers and offers concise answers based on the content. This feature is showcased as a way to quickly understand the gist of research papers and to access the source material for further reading.

💡Filters

Filters in the context of the video refer to the options available within Consensus AI that allow users to refine their search results. Users can adjust filters based on publication years, study methods, study types, and domains or disciplines. These filters help in narrowing down the search results to more specific criteria, which is particularly useful for focused academic research.

💡Credits

Credits within Consensus AI are a form of in-app currency that users can use to access certain features, such as applying filters or accessing a larger number of articles. The video explains that a free account comes with a limited number of credits, while a premium account offers unlimited access to features. Credits are a way to manage access to the tool's capabilities and encourage users to consider their usage.

Highlights

Introduction to Consensus AI, a tool for quickly searching academic sources.

Consensus AI uses the database of Semantic Scholar for its corpus.

Provides features that are not available on Semantic Scholar, such as quick summaries.

The search bar in Consensus AI offers premium features and free account options.

Demonstration of a search query: 'Does climate change impact human migration?'

Consensus AI summarizes and analyzes multiple papers to answer yes/no questions.

76% of analyzed papers agree that climate change impacts human migration.

Example of another query: 'Does coffee impact anxiety?' with different analysis results.

Consensus AI can guide initial literature reviews, but its database is limited.

Users should be mindful of the limited number of papers analyzed by Consensus AI.

Information about a webinar conducted with Professor Len Nak, available in the description.

Consensus AI provides quick summaries, links, and concise answers from analyzed papers.

Users can filter searches by year, method, study type, and other criteria.

Advised to use multiple AI tools and conventional methods for comprehensive research.

Encouragement to use AI tools wisely and not rely solely on one tool.