5 Mind blowing AI tools every researcher should know about *but doesn't*

Andy Stapleton
16 Aug 202311:15

TLDRDiscover five AI tools that can revolutionize research: Sourcely for finding and summarizing academic sources, MirrorThink for comprehensive literature reviews and scientific tasks, Julius for data analysis, Hey Science for AI-powered research assistance and paper reviews, and versaill.ai to compare language models for tailored research needs.

Takeaways

  • 📚 Sourcely is an AI-powered tool that helps in finding, summarizing, and formatting sources for academic papers, with a free version available for basic functionality.
  • 💡 Sourcely Pro offers additional features like pasting entire essays to find relevant sources and increase the credibility of the paper, at an affordable monthly cost.
  • 🔍 MirrorThink is an AI platform designed for science, offering services like literature reviews, facts checking, and experimental protocols, though it requires a paid subscription for full access.
  • 🌟 MirrorThink's ability to generate long-form content and summarize different types of papers makes it a valuable tool for researchers in various scientific fields.
  • 📊 Julius is an AI-powered data analysis tool that allows users to upload files and receive analysis, with a focus on privacy and security for the data.
  • 🎓 Hey Science is a personal AI research assistant that can read millions of scientific papers, though it is currently not available, but its AI Reviewer feature has potential to revolutionize the peer review process.
  • 🤖 The AI Reviewer provides a comprehensive analysis of a manuscript, suggesting improvements and highlighting strengths and weaknesses, similar to feedback from a supervisor or peer reviewer.
  • 🌐 Versail.ai enables real-time comparison of multiple language models, helping users identify the most suitable model for their specific research or use case.
  • 💰 The cost-effectiveness of these AI tools, like Sourcely and MirrorThink, makes them accessible and beneficial for researchers at various stages of their work.
  • 🔗 Combining AI tools like Sourcely and illicit.org can significantly enhance the research process by ensuring comprehensive coverage of a subject.
  • 📈 These AI tools collectively cover a wide range of research needs, from data analysis and literature review to manuscript evaluation and language model comparison.

Q & A

  • What is the primary function of Sourcely?

    -Sourcely is an AI-powered tool designed to find, summarize, and format sources for academic papers.

  • How much does Sourcely Pro cost?

    -Sourcely Pro costs seven dollars a month, offering features like pasting entire essays to find relevant sources and ensuring the credibility of those sources.

  • What are the key features of MirrorThink?

    -MirrorThink offers literature reviews, facts checking with Wolfram Alpha for mathematical accuracy, technology scouting, science funding, and experimental protocols. It also provides a platform for finding papers and patents.

  • Why is finding sources considered one of the hardest parts of early-stage research?

    -Finding reliable sources is crucial for building credibility and ensuring the accuracy of research. It can be challenging due to the vast amount of information available and the need to verify the authenticity and relevance of sources.

  • What does Julius specialize in?

    -Julius is an AI-powered data analysis tool that allows users to upload files and receive analysis, catering to various sectors such as marketing, healthcare, and academia.

  • How does Hey Science function as a personal AI research assistant?

    -Hey Science reads millions of scientific papers to assist researchers. It can provide journal recommendations, title suggestions, abstracting keywords, and review manuscripts, similar to a supervisor or peer review process.

  • What is the purpose of Versail.ai?

    -Versail.ai allows for the comparison of multiple language models in real-time. It helps users determine which language model might be best suited for their specific research or use case.

  • How does Sourcely ensure the quality of sources?

    -Sourcely assures the credibility of sources by providing them from reputable sources that researchers would typically use. It also offers a summary feature to help users understand the main points of the paper without reading it in full.

  • What limitations did the user encounter with MirrorThink?

    -The user found that MirrorThink was no longer eligible for free use and required an upgrade to access certain features, such as finding papers.

  • What are the benefits of using AI tools in research?

    -AI tools can significantly streamline the research process by providing efficient ways to find and summarize relevant literature, analyze data, and even offer preliminary reviews of research papers, thus saving time and potentially enhancing the quality of research.

  • How does the AI Reviewer from Hey Science potentially benefit researchers?

    -The AI Reviewer provides a pre-submission review of papers, offering insights into strengths and weaknesses similar to what peer reviewers might mention. This allows researchers to anticipate and address potential concerns before submitting their work for formal peer review.

Outlines

00:00

📚 Introducing Sourcely: The AI Research Assistant

The paragraph introduces Sourcely, an AI-powered tool designed to assist in finding, summarizing, and formatting sources for academic papers. It highlights the free version of Sourcely and demonstrates its functionality by searching for information on new materials for transparent electrode materials. The user is shown how to access the tool, input a query, and receive a summary of relevant publications, emphasizing the benefit of having a reliable source for academic research. The paragraph also discusses the pricing plan, which is affordable at $7 per month, and the additional features it offers, such as pasting entire essays to find sources and ensure credibility. The speaker recommends Sourcely for every researcher due to its ease of use and the challenge of finding reliable sources.

05:02

🤖 MirrorThink: The General AI for Science

This paragraph discusses MirrorThink, an AI platform that claims to cater specifically to the needs of scientists. The speaker navigates through the platform, highlighting its various features such as literature reviews, fact-checking with Wolfram Alpha, technology scouting, science funding, and experimental protocols. The user experience is explored by attempting to find papers related to transparent electrodes, and the limitations of the free version are noted. After upgrading to a paid plan, the speaker is impressed by the additional options and the platform's ability to handle long-form content, references, and in-depth information. The paragraph emphasizes the comprehensive nature of MirrorThink, covering all aspects of scientific research, and suggests that it is a valuable tool for scientists and researchers.

10:04

📊 Julius: Your Personal AI Data Analyst

The third paragraph introduces Julius, an AI-powered data analysis tool that allows users to upload files for analysis. The speaker addresses concerns about data security and privacy, noting that files are temporary and removed from servers after use. The capabilities of Julius are demonstrated by analyzing data from the 2022 General Social Survey to identify factors contributing to happiness. The speaker also compares Julius to similar features in Chat GPT, highlighting the free access to these functionalities. The paragraph positions Julius as a versatile tool for various sectors, including marketing, healthcare, and academia.

🔬 Hey Science: The AI Research Assistant and Reviewer

This paragraph presents Hey Science, an AI research assistant capable of reading millions of scientific papers. Although the full access to Hey Science is not yet available, the speaker discusses an exciting feature called the AI Reviewer. This tool provides a pre-submission review of a manuscript, simulating feedback from supervisors or peers. The speaker uploads an old paper and describes how the AI Reviewer analyzes the manuscript, suggests journal options, and provides a detailed critique, including title recommendations, abstract improvements, and an assessment of the paper's novelty. The AI Reviewer is presented as a potential game-changer for researchers, offering insights that can help refine papers before formal peer review.

🌐 Versaill.ai: Compare Language Models in Real-Time

The final paragraph introduces Versaill.ai, a platform that enables comparison of multiple language models simultaneously. By inputting the same prompt into different models, such as Open AI and Meta Llama, users can directly compare the outputs. The paragraph explains the value of this service, as different models excel in various contexts, and Versaill.ai helps identify the most suitable one for specific research or use cases. The speaker encourages users to explore Versaill.ai and share their experiences, rounding up the discussion on AI tools for research.

Mindmap

Keywords

💡Sourcely

Sourcely is an AI-powered tool designed to assist researchers in finding, summarizing, and formatting sources for academic papers. It is notable for its free version which allows users to input minimal information, such as a topic or essay title, and receive a list of relevant publications complete with summaries. This tool is highlighted in the video for its affordability and the credibility of the sources it provides, emphasizing the importance of reliable sourcing in early-stage research. The video also mentions the additional features available in the paid version, such as pasting entire essays to find relevant sources and ensure their credibility.

💡Transparent Electrode Materials

Transparent electrode materials are a specific type of material used in technologies such as organic photovoltaic devices. In the context of the video, this topic is used as an example of the kind of subject matter that researchers might investigate using the AI tools discussed. The video demonstrates how Sourcely can help find relevant research papers on this topic, underscoring the importance of staying updated with the latest materials and their applications in various fields.

💡MirrorThink

MirrorThink is portrayed as a comprehensive AI tool for science, offering a range of services from literature reviews and fact-checking to experimental protocols. The video highlights its user-friendly interface and the ability to request specific tasks such as writing a literature review. MirrorThink is lauded for its potential to streamline the research process by bringing together various AI agents to produce detailed and long-form content, providing researchers with a wealth of information relevant to their field of study.

💡AI Data Analyst

The term AI Data Analyst refers to the role played by Julius, an AI tool that acts as a personal data analyst for users. Julius allows users to upload files and perform data analysis, providing insights and summaries based on the data. The video emphasizes the security of user data, assuring that files are only available for a limited time and then permanently removed, which is crucial for maintaining privacy in research and data analysis.

💡Hey Science

Hey Science is introduced as a personal AI research assistant capable of reading millions of scientific papers. Although not currently available, the video discusses the AI Reviewer feature, which simulates the feedback a researcher might receive from a supervisor or peer review. This tool is presented as a potential game-changer, offering a pre-submission review that could help researchers refine their work before it reaches the actual peer review process.

💡Versail.ai

Versail.ai is a platform that enables comparison of multiple language models in real-time. Users can input the same prompt into different models, such as OpenAI and Meta Llama, to see how each responds. This tool is valuable for researchers as it allows them to determine which language model best suits their specific needs, offering a direct comparison that can inform their choice of AI tool for research purposes.

💡Wolfram Alpha

Wolfram Alpha is a computational knowledge engine mentioned in the video as a tool for mathematical accuracy within the context of MirrorThink. It is used to verify and provide precise mathematical data, which is essential for scientific research and analysis. The integration of Wolfram Alpha into AI tools like MirrorThink enhances the reliability and accuracy of the information provided to researchers.

💡Literature Review

A literature review is a scholarly paper that discusses published works in a specific field, often as part of a larger research project. In the video, MirrorThink is shown to assist in writing literature reviews by gathering and summarizing information from various sources. Literature reviews are crucial in research as they provide a comprehensive overview of existing knowledge, help identify gaps, and guide future research directions.

💡Research Credibility

Research credibility refers to the trustworthiness and reliability of research findings, methods, and sources. In the context of the video, Sourcely's paid version is highlighted for providing assured credibility of sources, which is essential for building a strong research foundation. Credibility is a key factor in the acceptance of research within the academic community and influences the impact of a researcher's work.

💡Data Privacy

Data privacy concerns the protection of personal and sensitive information from unauthorized access and use. In the video, the data privacy aspect is addressed when discussing the Julius tool, emphasizing that user files are securely handled and removed after a short period of inactivity. For researchers, maintaining data privacy is critical to protect both their own and their participants' information, ensuring ethical research practices.

💡AI Tools for Research

AI tools for research are artificial intelligence applications specifically designed to assist researchers in various tasks such as data analysis, literature review, and source summarization. The video showcases several AI tools like Sourcely, MirrorThink, Julius, Hey Science, and Versail.ai, each offering unique features to enhance the research process. These tools are highlighted for their potential to streamline research tasks, improve efficiency, and provide researchers with valuable insights and analyses.

Highlights

Introducing Sourcely, an AI-powered tool for finding, summarizing, and formatting academic sources.

Sourcely offers a free version to check its capabilities with limited information.

The AI tool provides quick access to relevant publications with summaries and PDF downloads.

Sourcely Pro allows pasting entire essays for source integration and credibility enhancement.

MirrorThink claims to be a general AI for science with various research-related features.

MirrorThink offers services like literature reviews, facts checking, and science funding scouting.

The tool generates literature reviews by pulling information from various types of papers.

Julius is an AI-powered data analysis tool that provides personal data analysis assistance.

Hey Science is a personal AI research assistant that reads scientific papers for users.

AI Reviewer simulates peer review feedback before submitting to supervisors.

Versail.ai enables real-time comparison of multiple language models for research.

Sourcely is cost-effective, at only seven dollars a month, for extensive source integration.

MirrorThink, although initially free, requires payment for advanced features like literature reviews.

Julius ensures data security by removing files from servers after an hour of inactivity.

Hey Science's AI Reviewer provides title suggestions, keywords, and revision advice.

Versail.ai helps researchers choose the most suitable language model for their needs.

These AI tools are designed to support researchers in various fields, from academia to healthcare.

The tools aim to streamline the research process, making it easier to find reliable sources and analyze data.