5 NEW Hottest FREE AI Tools for Research That Are ACTUALLY Useful!
TLDRThe video script introduces six AI-powered tools designed to enhance academic research. These tools, which include Chat PDF, Lit Maps, Site Assistant, Typeset, Graph Maker, and Research Rabbit, offer functionalities such as summarizing papers, identifying research gaps, creating visualizations, and generating graphs. The emphasis is on the authenticity and relevance of the references provided, ensuring they align with academic standards and contribute to efficient literature review and research paper preparation.
Takeaways
- 🚫 Avoid using chat GPT for academic research due to the potential for fake references and lack of academic tailoring.
- 📚 Chat PDF is a tool that allows users to upload and interrogate PDF documents, providing summaries and identifying key questions.
- 🗺️ Lit Maps helps in visualizing the literature landscape by inputting keywords, authors, or specific papers, and creating a map of related articles.
- 🔍 Site Assistant is an AI research platform that provides answers with genuine references from research papers, tailored to academic needs.
- 📈 Size Space (now possibly Type Set) offers a scientific platform to ask questions, interrogate PDFs, and receive suggested questions for better understanding.
- 📊 Graph Maker is an AI tool that generates graphs and charts from data, either by uploading CSV files or using Google Sheets integration.
- 🎧 Research Rabbit functions as 'The Spotify for research papers,' providing recommendations and notifications similar to a music streaming service.
- 🔑 Finding gaps in research areas can be aided by reviewing papers and using tools like Chat PDF to identify ambiguities and knowledge gaps.
- 📝 When using AI tools for research, it's crucial to understand how they generate connections and references to ensure the validity and reliability of the information.
- 🌐 There are numerous AI tools available to assist with academic research, and exploring these tools can save time and improve the efficiency of literature review processes.
- 📌 It's recommended to test out these tools personally to see which ones best fit an individual's research style and requirements.
Q & A
What is the main concern about using chatbots like GPT for academic research?
-The main concern is that the references provided by such chatbots are not genuine and not tailored towards academic learning, which can be problematic for credible research.
What is the first tool discussed in the transcript and what does it do?
-The first tool discussed is Chat PDF. It allows users to upload a PDF document and provides a summary, identifies key questions, main results, and gaps in the research area.
How does the Lit Maps tool function?
-Lit Maps creates a visual representation of the literature based on input keywords, authors, or specific papers. It helps users discover new papers and visualize how articles are interconnected.
What is unique about the Site Assistant tool?
-Site Assistant is unique because it provides answers to questions that are always cited and referenced using research papers, ensuring the information is genuine and academically reliable.
What is the main feature of the Size Space (Type Set) tool?
-Size Space (Type Set) allows users to upload PDFs and receive suggested questions for further exploration, explanations of mathematical concepts, and insights from relevant papers.
How does Graph Maker assist in data visualization?
-Graph Maker uses AI to instantly generate graphs and images from data provided in CSV format, Google Sheets, or sample data, aiding in quick data visualization.
What is Research Rabbit and how does it compare to Spotify?
-Research Rabbit is a tool that recommends other papers based on one input paper, similar to how Spotify suggests music. It also provides notifications and a library for organizing papers.
How can the tools discussed in the transcript help in finding research gaps?
-These tools can help identify research gaps by summarizing papers, highlighting areas without conclusive results, and suggesting further areas of study based on the existing literature.
What is the importance of genuine references in academic research?
-Genuine references are crucial for maintaining the credibility and reliability of academic research. They provide a solid foundation for study and ensure that the research is built upon verified and peer-reviewed information.
How do the AI tools mentioned in the transcript aid in systematic reviews?
-The AI tools can streamline the process of systematic reviews by providing summaries, identifying key papers, highlighting gaps in knowledge, and offering insights from multiple papers, thus saving time and effort.
What is the potential benefit of using AI tools for academic research?
-The potential benefit of using AI tools for academic research includes saving time, improving efficiency, enhancing the discovery of relevant literature, and providing a more organized and streamlined research process.
Outlines
📚 Introduction to AI Tools for Academic Research
The speaker begins by cautioning academics against using chat GPT for academic research due to its non-tailored references. They introduce six tools that are mostly free and can aid in various research tasks such as finding research papers, linking ideas, systematic reviews, and interrogating PDFs. The speaker emphasizes the importance of testing these tools to see if they fit individual research needs.
📄 Chat PDF: Summarizing and Interrogating Documents
The speaker discusses Chat PDF, a tool that allows users to upload PDF documents and receive summaries and answers to specific questions. They demonstrate its functionality by uploading a paper and showcasing how the tool can identify key questions, summarize content, and highlight gaps in research areas. The speaker appreciates the tool's ability to provide scientific detail and ease of understanding.
🗺️ Lit Maps: Visualizing the Literature Landscape
Lit Maps is introduced as a tool for visualizing the literature landscape. Users can input keywords, authors, or specific papers to discover new papers and create a map of how articles are interconnected. The speaker highlights the ability to share these maps with collaborators and export them for research papers. They also mention the platform's blog posts, which offer useful guides on finding research gaps and understanding visualizations.
🤖 Site Assistant: AI-Powered Academic Support
The speaker presents Site Assistant as a favorite AI research platform that allows users to ask questions and receive answers supported by research papers. They demonstrate how the tool can identify gaps in knowledge about specific topics and appreciate its ability to provide recent references. The speaker emphasizes the importance of up-to-date research and the tool's utility in generating concise, well-referenced answers.
📚 Typeset (formerly Size Space): A Scientific Interrogation Platform
Typeset, previously known as Size Space, is another platform that enables users to upload PDFs and ask questions to interrogate the content. The speaker likes how it suggests questions for different aspects of the paper, such as methods, data, conclusions, and limitations. They also mention the tool's capability to explain mathematical concepts and its AI Search feature for additional inquiries.
📊 Graph Maker: AI-Powered Data Visualization
Graph Maker is an AI tool that helps generate graphs and images using data. The speaker demonstrates how to create a pie chart from sample data and highlights the tool's potential for quickly generating visual representations suitable for research papers or presentations. They also mention the possibility of importing data from Google Sheets for further customization.
🎧 Research Rabbit: The Spotify for Research Papers
Research Rabbit is likened to Spotify for research papers, providing recommendations based on a single paper input. The platform offers features like creating personal collections, exploring similar papers, and following notifications and suggestions. The speaker appreciates the platform's detailed approach and its potential for saving time in literature searches.
Mindmap
Keywords
💡Academic Research
💡Chat PDF
💡Literature Maps
💡Site Assistant
💡Size Space (Type Set)
💡Graph Maker
💡Research Rabbit
💡Research Gaps
💡Systematic Review
💡Summarization
💡AI Tools
Highlights
AI's role in academic research and its limitations, particularly in providing fake references not suited for academic work.
Introduction to six free tools designed to aid academic research, each with unique functionalities.
Chat PDF as a tool for summarizing and extracting key questions from research papers.
The ability of Chat PDF to identify research gaps and suggest areas for further study.
Lit Maps as a visualization tool for mapping the literature and discovering new papers.
The concept of seed papers and how they form the basis for literature mapping.
Site Assistant, an AI research platform that provides answers backed by research papers.
The importance of recent references in academic research and how Site Assistant addresses this.
Size Space (Type Set) as a platform for interrogating PDFs and understanding scientific content.
Graph Maker, an AI tool for generating graphs and visual representations of data.
Research Rabbit, a platform that recommends academic papers similar to the user's interests.
The potential of these AI tools to save time and streamline the literature review process.
The need to understand how these platforms generate connections and the importance of tailoring them to one's research needs.
The overall value of AI tools in enhancing academic research by providing insights, visualizations, and literature recommendations.