5 NEW Hottest FREE AI Tools for Research That Are ACTUALLY Useful!
TLDRThe video script discusses the limitations of using AI like Chat GPT for academic research due to the potential for fake references and lack of academic tailoring. Instead, the speaker recommends six alternative AI tools for researchers. These include Chat PDF for summarizing and asking questions about academic papers, Lit Maps for visualizing and discovering related literature, Site Assistant for generating cited answers to research questions, Typeset for interrogating PDFs and saving papers in a library, Graph Maker for instantly creating graphs from data, and Research Rabbit, likened to Spotify for research papers, which offers paper recommendations and notifications. The summary emphasizes the utility of these tools in enhancing research efficiency and providing detailed insights without compromising academic integrity.
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 can help summarize and question PDF documents, providing insights and references.
- 🗺️ Lit Maps is a literature visualization tool that allows for keyword searches and identification of related papers, useful for discovering new research.
- 🌟 Site Assistant is an AI-based platform that provides answers to research questions, backed by cited and referenced research papers.
- 📈 Typeset (formerly known as SciSpace) is a tool for academic research that allows users to upload PDFs, ask questions, and get insights from papers.
- 📊 Graph Maker is an AI tool that can instantly generate graphs from data, which can be useful for visualizing research data.
- 🐰 Research Rabbit is likened to 'The Spotify for research papers,' offering paper recommendations and a library system for organizing research.
- 🔍 The importance of understanding how each tool generates its output or connections to ensure the relevance and reliability of the information.
- ✅ The benefits of using these AI tools for academic research include saving time, enhancing understanding, and facilitating the discovery of new papers.
- 🔗 The ability to export visuals and graphs from these tools to include in academic papers, such as dissertations or essays.
- ⏱️ The necessity to play around with these platforms to understand how they work and to get the most out of them for research purposes.
- 📝 The script emphasizes the utility of these tools in the context of academic research, particularly for tasks like literature review and data visualization.
Q & A
Why is the use of chat GPT discouraged for academic research?
-Chat GPT is not recommended for academic research because it provides fake references, is not tailored towards academic learning, and may not support the rigorous standards required for scholarly work.
What is the main feature of Chat PDF?
-Chat PDF allows users to upload a document, ask questions about it, and receive summaries and detailed explanations, including identifying gaps in research areas.
How does Lit Maps help in academic research?
-Lit Maps is a tool that visualizes the connections between different research papers, helps discover new papers, and allows for collaboration and exportation of the research map.
What is the purpose of the 'site assistant' tool in the Site platform?
-The 'site assistant' provides answers to research-related questions by referencing and citing recent and relevant academic papers, ensuring the information is genuine and well-sourced.
What is the function of the Size Space (Typeset) tool?
-Size Space (Typeset) is a platform where users can upload and interrogate PDFs, ask questions, and receive insights from academic papers, which is useful for understanding and summarizing research.
How does Graph Maker assist in generating visual data?
-Graph Maker uses AI to instantly generate graphs and images from data provided in CSV format or through Google Sheets, aiding in the visual representation of research data.
What is Research Rabbit and how does it assist researchers?
-Research Rabbit is a tool that provides recommendations for research papers similar to the one inputted by the user, akin to Spotify's music recommendation system, and offers notifications and detailed exploration of related work.
How can one find gaps in literature using the review paper mentioned in the script?
-The review paper can highlight areas of ambiguity, structure, and molecular composition that are not well understood, indicating potential gaps in the research area.
What are the benefits of using AI tools for academic research?
-AI tools can save time by quickly summarizing papers, identifying research gaps, generating visual data, and recommending further readings, thus enhancing the research process.
How does the speaker evaluate the recency of references in academic papers?
-The speaker checks the publication years of the references to ensure they are recent, as outdated references could indicate a lack of inclusion of the latest research.
What is the importance of understanding how a tool like Lit Maps generates its research map?
-Understanding the generation process allows researchers to assess the reliability and relevance of the connections made by the tool, ensuring the recommendations are valid for their specific research needs.
How can the speaker's experience with the mentioned AI research platforms inform other academics?
-The speaker's experience provides insights into the functionalities and effectiveness of each platform, guiding other academics on how to utilize these tools for their research efficiently.
Outlines
📚 Effective Academic Research Tools
The speaker advises against using chat GPT for academic research due to the potential for fake references and lack of academic specificity. They introduce six tools designed to aid in various research tasks such as finding papers, linking ideas, systematic reviews, and interrogating PDFs. The first tool, chat PDF, is highlighted for its ability to summarize and ask probing questions about a document, which can be particularly useful for understanding complex papers. The speaker also appreciates its capacity to identify research gaps within a review paper.
🌐 Navigating the Literature with Lit Maps
The speaker discusses Lit Maps, a tool for visualizing and discovering academic literature. Users can input keywords, authors, or specific papers to generate a map of related articles. The platform allows for collaboration, sharing, and exporting visuals for research papers. The concept of a 'seed paper' is introduced, which serves as the foundation for generating a map of similar papers, aiding in the exploration of related research.
🤖 AI-Powered Research Assistance with Site Assistant
The speaker shares their experience with Site Assistant, an AI-based platform that provides researched and cited answers to academic questions. The tool allows users to customize their query with specific settings, such as time frame and publication preferences. The assistant's response to a question about cellular cortex nucleation is detailed, providing a summary and identifying knowledge gaps, with all references being up-to-date, which is crucial for academic integrity.
📈 Creating Visuals with Graph Maker
The speaker introduces Graph Maker, an AI tool that quickly generates graphs from data. Users can input CSV data, connect to Google Sheets, or use sample data to create various types of charts, such as pie charts. The tool is praised for its ability to produce clear and instant visual representations of data, which can be beneficial for research presentations and papers.
🐰 Research Rabbit: Discovering Related Academic Papers
The speaker describes Research Rabbit as a tool that recommends academic papers similar to a given one, akin to how Spotify suggests music. Users can input a paper and receive a list of related papers, explore earlier or later work, and view suggestions for different authors. The platform also allows for the customization of graph types and layouts, which can be exported for use in academic documents.
Mindmap
Keywords
💡AI Tools
💡Academic Research
💡Chat PDF
💡Lit Maps
💡Site Assistant
💡Research Gaps
💡Systematic Review
💡Graph Maker
💡Research Rabbit
💡PDF Interrogation
💡Data Visualization
Highlights
AI is recommended against for academic research due to the potential for fake references and lack of academic tailoring.
Six free tools are introduced for academic research, including finding research papers, linking ideas, and writing better.
Chat PDF is a tool that allows users to upload documents and receive prompts for deeper understanding and references.
Lit Maps is a literature visualization tool that helps discover new papers and visualize connections between articles.
Site Assistant is an AI research platform that provides answers supported by research papers, useful for academic inquiries.
Size Space (now Typeset) is a scientific platform for asking questions and interrogating PDFs.
Graph Maker is an AI tool for generating graphs and images from data, which can be useful for presentations and papers.
Research Rabbit is a tool that recommends other papers based on one input paper, similar to how Spotify recommends music.
The importance of checking the recency of references to ensure the research is up-to-date.
The ability of Chat PDF to identify gaps in research areas from review papers.
Lit Maps' functionality to generate a map of similar papers based on a seed paper.
Site Assistant's customization options for specifying the scope and depth of the research answer.
Typeset's AI Search tool for asking questions and getting insights from multiple papers.
Graph Maker's capability to connect with Google Sheets for data visualization.
Research Rabbit's detailed exploration options for finding similar, earlier, or later work, and suggested authors.
The significance of understanding how each platform generates its recommendations or insights to assess their usefulness.
The potential of these AI tools to save time and improve the efficiency of academic research.
Transcripts
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