Introduction
Conducting effective academic research requires comprehensively reviewing relevant literature to gain key insights and build new knowledge. However, the volume of published studies today makes it extremely difficult for researchers to keep up. This is where AI tools like Elicit can help.
Elicit AI is an artificial intelligence system designed specifically to assist researchers and academics in various aspects of their work. This article provides an overview of Elicit AI and step-by-step instructions on how researchers can use it to significantly improve their research workflows.
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What Is Elicit AI
Elicit AI aims to enhance academic research through automation and scaling of open-ended reasoning processes. It uses advanced language models and machine learning to provide researchers with relevant papers, extract key claims, summarize findings, and more.
Rather than end-to-end optimization, Elicit focuses on supervising reasoning workflows, allowing for more alignment with user goals. This intelligent assistant architecture makes it a uniquely valuable tool for augmenting human research capabilities.
Elicit is free to use and publicly available through its website. It was initially developed by AI company Ought and is now operated as an independent public benefit corporation.
Steps to Use Elicit AI
Follow these key steps to leverage Elicit AI for streamlining your academic research:
1. Sign Up for an Account
The first step is to visit the Elicit website and quickly sign up for a free account. This takes just seconds and provides access to all capabilities.
2. Ask Research Questions
Once registered, you can start querying Elicit AI with your research questions. For example:
“What machine learning techniques show promise for predicting patient health outcomes?”
Elicit will rapidly return relevant papers and key claims extracted from them to answer your question.
3. Explore the Results
The results are displayed in an intuitive interface. You will see a left panel summarizing major points from each paper. Clicking these highlights the direct source in the paper’s text.
Review the compiled information to get a quick yet comprehensive overview of the state of research for your query.
4. Filter and Refine
Elicit allows filtering by date, impact factor, keywords and more so you can narrow in on the most relevant literature. This can be extremely helpful when conducting systematic reviews.
Keep refining your search parameters and questions to deeply explore your topic. Elicit will continuously return updated results.
5. Combine with Other Tools
For the most comprehensive search, use Elicit alongside databases like Google Scholar and PubMed. Elicit supercharges your workflow, while other tools fill gaps.
Key Benefits
Elicit AI provides several major benefits for enhancing academic research:
- Saves time by automating literature review steps that often take hours or days manually.
- Extracts key insights from papers so you don’t have to read every detail yet understand the core claims.
- Improves discovery by rapidly providing relevant papers you may have otherwise missed.
- Helps structure systematic reviews by enabling filtering on study characteristics.
- Generates new ideas by identifying links between papers you may not have connected before.
Use Cases
Here are some examples of how researchers can apply Elicit AI:
- Get a quick overview of the key papers on a new topic of interest
- Conduct a systematic review by iteratively filtering results
- Brainstorm research questions and ideas based on gaps identified
- Find studies supporting or contradicting a proposed hypothesis
- Identify the seminal papers introducing concepts or methods
- Summarize the current state of knowledge on complex topics
- Explore intersections between fields by linking disconnected papers
Elicit vs Alternatives
Here’s how Elicit compares to some other research tools:
| Tool | Key Differences |
| Google Scholar | Elicit extracts key claims and summarizes; Scholar just lists papers |
| PubMed | Elicit provides interactive literature review; PubMed offers boolean search |
| Semantic Scholar | Elicit focuses on reasoning and connecting concepts; Semantic Scholar on keywords |
| Mendeley | Elicit automates literature analysis; Mendeley helps organize and manage papers |
Conclusion
Elicit AI is transforming how researchers conduct reviews and drive insights, using the power of language models and reasoning-based AI. By automating open-ended exploration of literature, Elicit allows users to deeply explore topics, save time, structure systematic reviews, and enhance discovery.
Researchers in all fields can benefit from incorporating Elicit into their workflows alongside traditional search tools. Start using Elicit today to take your academic research to the next level.