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

Andy Stapleton
16 Aug 202311:15

TLDRDiscover five innovative AI tools designed to revolutionize research. Sourcely simplifies finding and summarizing academic sources, while MirrorThink offers a comprehensive platform for scientific literature review and research. Julius serves as a personal AI data analyst, and Hey Science promises a personal AI research assistant. Versaill.ai allows for real-time comparison of language models. These tools are poised to enhance research efficiency, making them indispensable for researchers seeking to streamline their work.

Takeaways

  • πŸ˜€ Sourcely is an AI tool that helps find, summarize, and format sources for academic papers, with a free trial available for basic use.
  • πŸ” Sourcely offers a quick search for academic publications and provides summaries to help with citation and understanding main points.
  • πŸ’° Sourcely has an affordable subscription model, starting at seven dollars a month, which includes features like essay pasting and source credibility assurance.
  • πŸ“š Sourcely retrieves sources from reputable publications, which can be downloaded or added to a reference manager for research.
  • πŸ”¬ MirrorThink claims to be a 'General AI for Science' and offers features like literature reviews, facts checking, and technology scouting.
  • πŸ“ With MirrorThink, users can request a literature review on a specific topic, and it compiles summaries from various papers in the field.
  • πŸš€ MirrorThink's AI agents work together to produce comprehensive literature reviews, providing long-form content with references.
  • πŸ“Š Julius is an AI-powered data analysis tool that allows users to upload files and get insights on various aspects, such as happiness factors in a survey.
  • πŸ”’ Julius ensures data security by removing files from its servers an hour after the last use, addressing privacy concerns for users.
  • πŸ” Hey Science is an AI research assistant that can read scientific papers, although it's currently not available to the public.
  • πŸ“‘ Hey Science's AI Reviewer provides a pre-submission review of manuscripts, suggesting improvements and identifying strengths and weaknesses.
  • 🌐 Versaill.ai enables real-time comparison of multiple language models by inputting the same prompt to different AIs, helping users find the best model for their needs.

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. It can be used to enhance the credibility of an essay by providing reliable citations and summaries of the main points from reputable sources.

  • How can users initially try out Sourcely for free?

    -Users can try out Sourcely's power for free by clicking on the 'free' option, which directs them to a box where they can input their essay or essay title, and the tool will begin to find relevant sources.

  • What is the pricing structure for Sourcely's full service?

    -Sourcely offers a full service at a cost of seven dollars a month. This includes the ability to paste an entire essay to find sources that can increase its credibility, and an assurance of the credibility of the sources provided.

  • What is MirrorThink and what does it claim to be?

    -MirrorThink is described as a 'General AI for Science,' offering a range of services including literature reviews, fact-checking, technology scouting, science funding, and experimental protocols. It is designed to assist with various aspects of scientific research and writing.

  • How does MirrorThink handle the AI-generated literature review?

    -MirrorThink uses multiple AI agents to work together and produce a literature review. It reads and summarizes various papers within a field, providing a comprehensive overview and references within the generated content.

  • What is the significance of the AI Reviewer feature in Hey Science?

    -The AI Reviewer in Hey Science acts as a preliminary check for a research paper, providing feedback similar to what a supervisor or peer reviewer might offer. This can be a game-changer for researchers looking to refine their work before formal peer review.

  • What is the primary purpose of Julius as an AI tool?

    -Julius is an AI-powered data analysis tool that serves as a personal AI data analyst. It allows users to upload files and prompts the AI to analyze and interpret the data based on specific questions or objectives.

  • What assurances does Julius provide regarding the security of user data?

    -Julius assures users that all files uploaded for the current session will only remain available for an hour after the last use, after which they will be permanently removed from the servers, suggesting a focus on data security.

  • What is Versail.l AI and how does it compare to other language models?

    -Versail.l AI is a tool that allows users to compare multiple language models in real-time. By inputting the same prompt to different models, users can directly compare the outputs and determine which model best suits their research needs.

  • How does the transcript suggest using AI tools in combination with personal knowledge?

    -The transcript emphasizes that AI tools should be used in collaboration with one's own knowledge. It advises against blindly following AI-generated information and instead encourages using these tools to enhance and facilitate research processes.

  • What additional resources does the speaker mention for further engagement?

    -The speaker mentions a newsletter at andrewsaveton.com.au/newsletter and academiainsider.com, which includes exclusive content such as tools used, podcast appearances, and tips on writing the perfect abstract.

Outlines

00:00

πŸ“š Sourcely: AI Tool for Academic Research

The video introduces Sourcely, an AI-powered tool designed to assist in finding, summarizing, and formatting sources for academic papers. Viewers are encouraged to try Sourcely's free trial to experience its capabilities. The demonstration involves inputting a topic related to transparent electrode materials and showcasing how quickly Sourcely can provide a list of relevant publications, summaries, and the ability to cite these sources. The tool's affordability and features, such as pasting entire essays for source finding and ensuring the credibility of sources, are highlighted. The video emphasizes the importance of using AI tools like Sourcely in conjunction with one's own knowledge for effective early-stage research.

05:02

πŸ”¬ MirrorThink: General AI for Scientific Research

The script discusses MirrorThink, a comprehensive AI platform that claims to offer 'General AI for Science.' It provides a range of services including literature reviews, facts checking, mathematical accuracy verification with Wolfram Alpha, technology scouting, science funding, and experimental protocols. The video demonstrates how to use MirrorThink for finding papers on transparent electrodes but notes that the free access has been exhausted, requiring a 'pay what you want' model to continue. After making a payment, the viewer is introduced to additional features like web research and literature reviews. The tool's ability to generate a literature review on organic photovoltaic devices is particularly highlighted, showcasing its potential as a valuable resource for scientists and researchers.

10:04

πŸ“Š Julius: AI Data Analysis Tool

Julius is presented as an AI-powered data analysis tool that functions as a personal AI data analyst. It allows users to upload files for analysis, with an assurance that files are only available for the session's duration and are removed after an hour of inactivity. The video script outlines potential use cases for Julius, such as in marketing, healthcare, and academia. A demonstration of Julius analyzing data from the 2022 General Social Survey to determine factors contributing to happiness is given, illustrating the tool's capabilities in performing complex data analysis tasks.

πŸ” Hey Science: Personal AI Research Assistant

The video introduces Hey Science, described as a personal AI research assistant capable of reading millions of scientific papers. Although the tool is not yet available to the public, the script discusses its 'AI Reviewer' feature, which simulates the process of peer review before submission to a supervisor. The feature is seen as potentially revolutionary for researchers seeking pre-submission feedback. The demonstration includes uploading a manuscript and receiving an analysis, including title suggestions, abstract revisions, and a comparison with similar papers, providing a comprehensive review that could be invaluable for early-stage researchers.

🌐 Versaill.ai: Comparative Tool for Language Models

Versaill.ai is introduced as a tool that enables real-time comparison of multiple language models. It allows users to input the same prompt into different models, such as OpenAI and Meta Llama, to see how they perform and compare their responses. The purpose of this tool is to help researchers and users identify which language model best suits their needs based on the strengths each model brings to different types of questions. The script suggests that Versaill.ai could be particularly useful for those looking to optimize their research by leveraging the unique capabilities of various AI language models.

πŸ“˜ Conclusion and Additional Resources

The video concludes with a summary of the AI tools discussed and an invitation for viewers to share their thoughts on additional tools in the comments. The presenter also promotes his newsletter at andrewsaveton.com.au/newsletter and his project, academiainsider.com, which offers ebooks, resource packs, a blog, and a forum to support academic endeavors. The aim is to provide exclusive content and resources to help viewers succeed in academia.

Mindmap

Keywords

πŸ’‘Sourcely

Sourcely is an AI-powered tool designed to assist researchers in finding, summarizing, and formatting sources for academic papers. It is particularly useful for early-stage research where finding credible sources can be challenging. In the video, Sourcely is demonstrated to quickly provide a list of relevant publications with summaries, which can help in citing and understanding the main points of the research, although it is not a substitute for actually reading the papers.

πŸ’‘AI tools

AI tools, as discussed in the video, are software applications that utilize artificial intelligence to perform specific tasks, such as data analysis, literature review, or source summarization. They are increasingly important in the field of research to streamline processes and enhance productivity. The video introduces several AI tools that can be beneficial for researchers, each with unique features and capabilities.

πŸ’‘Academic papers

Academic papers are scholarly articles written by researchers to present their original findings and contribute to a field of study. They are a core component of academic research and are typically peer-reviewed before publication. The video emphasizes the importance of AI tools like Sourcely in assisting with the creation and citation of academic papers, ensuring that researchers can access and utilize relevant and credible sources.

πŸ’‘MirrorThink

MirrorThink is portrayed as a 'General AI for Science' in the video, offering a range of services including literature reviews, facts checking, and technology scouting. It is designed to be user-friendly, with a layout similar to other AI services, and provides comprehensive support for scientific research. The video demonstrates how MirrorThink can generate a literature review on a specific topic, showcasing its ability to synthesize information from various sources.

πŸ’‘Data analysis

Data analysis is the process of inspecting, cleaning, transforming, and modeling data to extract useful information, draw conclusions, and support decision-making. In the context of the video, the tool Julius is highlighted as an AI-powered data analysis tool that can interpret and analyze datasets, providing insights that can contribute to research findings.

πŸ’‘Julius

Julius is introduced as an AI-powered data analysis tool that acts as a personal AI data analyst. It allows users to upload files for analysis and provides insights based on the data. The video script mentions the security measures Julius takes to ensure the privacy of the data, such as removing files from servers after a session ends.

πŸ’‘Hey Science

Hey Science is described as a personal AI research assistant capable of reading millions of scientific papers. Although not currently available to the public, the video discusses its potential to provide a pre-submission review of research papers, similar to feedback from supervisors or peers, which could be a game-changer for researchers seeking constructive feedback before publication.

πŸ’‘AI reviewer

The AI reviewer, a feature of Hey Science, is a tool that provides a review of a research manuscript before it is submitted for peer review. It offers suggestions for improvement, identifies strengths and weaknesses, and can even recommend suitable journals for submission. The video script illustrates the AI reviewer's capabilities by analyzing an old paper and providing detailed feedback.

πŸ’‘Versaill.ai

Versaill.ai is a platform that enables the comparison of multiple language models in real-time. It allows users to input the same prompt into different AI models and observe the responses, which can help researchers determine which model best suits their needs. The video demonstrates how Versaill.ai can be used to compare the responses of Open AI and Meta Llama to a specific query about organic photovoltaic devices.

πŸ’‘Research assistant

A research assistant, in the context of the video, refers to an AI tool or service that aids in the research process. Hey Science, for example, is a research assistant that can analyze scientific papers and provide feedback. This concept is expanding the capabilities of researchers by automating tasks and offering insights that were traditionally performed by human assistants.

Highlights

Sourcely is an AI-powered tool for summarizing and formatting sources for academic papers.

Sourcely offers a free trial to check its capabilities with minimal information input.

Sourcely provides quick access to a variety of reputable publications with summaries for easy citation.

The tool's pricing is affordable, starting at seven dollars a month, including features like essay pasting and source credibility assurance.

MirrorThink claims to be a general AI for science, offering a range of services from literature reviews to experimental protocols.

MirrorThink's interface is user-friendly, similar to chatbots, making it accessible for researchers.

The tool can write literature reviews by analyzing and summarizing multiple papers in a field.

Julius is an AI-powered data analysis tool that acts as a personal AI data analyst.

Julius ensures data security by removing files from servers an hour after the last use.

Hey Science is a personal AI research assistant that can read scientific papers, though currently not available for early access.

Hey Science's AI Reviewer provides pre-submission paper checks, mimicking supervisor or peer reviews.

Versaill.ai allows real-time comparison of multiple language models to determine the best fit for research needs.

Different language models have different strengths, and Versaill.ai helps identify the most suitable one for specific questions.

The video discusses five AI tools that can significantly aid researchers in their work.

The presenter suggests combining these AI tools with other resources like illicit.org for comprehensive research.

AI tools should be used in conjunction with a researcher's own knowledge and not relied upon blindly.

The video provides a detailed overview of each tool's features, pricing, and potential impact on research.