🟠 The new generation of AI lit review tools: Deep Search


Dear Scholar,

Literature Review AI tools are entering a new phase. So-called "AI agents" are language models that don't just answer a query, but instead come up with a series of steps, autonomously search the internet, analyze papers and after a few minutes deliver an exhaustive result answering your scientific question.

During this process, the AI reads 100s or even 1000s of papers. Multiple tools can do this type of "deep" queries and all of them are mere months old:

  • ​SciSpace Deep Review (which is this week's article)
  • ChatGPT's Deep Research (which I compared in this week's article)
  • Elicit.com
  • Undermind.ai (Can be tried for free)
  • X's Grok

All of these require some premium subscription, which I think is legitimate given how many hours or days you can save.

As the field is incredibly new, I don't have a favourite tool yet. SciSpace is very fast and gives you more papers but a shorter text. ChatGPT has fewer papers but a very well-written and extended text. Undermind.ai suggested papers written in Mandarin, which I can't read but which, for that matter, might hold some information I couldn't have accessed otherwise. It's time to experiment.

​

In conclusion, I think that the Deep Query tools have changed the literature review process and I am planning a new webinar on literature reviews in the near future. If you have visited any of my previous webinars on lit reviews, feel free to give me some feedback and ideas for the next run by replying to this email.

​

Wishing you a wonderful weekend,
​
Ilya Shabanov, The Effortless Academic​

​

​

You received this email because you signed up on EffortlessAcademic.com or Substack​
Don't want to receive emails:
​
Unsubscribe only from the weekly newsletter (keeping only new webinar announcements every 3-4 months) or Unsubscribe from everything (You won't hear from me unless you sign up again).

The Effortless Academic

Literature Review Tools, Note-Taking Strategies and AI tutorials for the modern academic. Publish more with less effort and supercharge your career.

Read more from The Effortless Academic

Capturing anything with Web Clipper + AI Dear Scholar, Capturing information from the web into Obsidian is easy for scientific papers by using Zotero or Paperpile. But for less "formal" content, such as essays, YouTube videos, or lecture notes, this does not work, even though much learning occurs through these platforms. This is where the Obsidian Web Clipper comes in. It is a browser extension that captures any website into your Obsidian vault using a template-based approach and AI...

Top Obsidian Plugins For an Organised Vault Dear Scholar, Happy New Year! I hope you had a good rest and are ready to start the new year with clarity and confidence. Over the holidays, I polished my academic and personal vaults in Obsidian. Interestingly, I found that they both can share the same system and configuration if set up correctly. Over the next few weeks, I will introduce you to aspects of this newest update to my note-taking and knowledge management system. (If you haven't used...

Updates to The 3 Core Tools For Literature Search Dear Scholar, If you have been following me for a while, you might have heard of the "AI search loop." Given a question, this method is a thorough yet rapid way to find relevant scientific literature. Today's newsletter covers recent updates to all involved tools. Most interestingly, Google Scholar is now becoming an alternative to pricy AI tools. (See below what it means for the big picture.) Here's how the search loop works: Based on a...