Ilya Shabanov Profile picture
Jan 1, 2023 5 tweets 4 min read Read on X
The most undervalued skill in academia?

Creativity.

As a young boy, I read in a magazine: Original ideas come from diverse impressions.

→ Four things that taught me something new & diverse:

• a website
• a book
• a newsletter
• a podcast

What are yours #ScienceTwitter? Image
Website: @aeonmag

Ad free essays on every conceivable topic.

At 2000 - 6000 words each article is a commitment.
But it leaves you transformed.

Aeon is what the internet should have been all about - consider donating, if you can afford. Image
@aeonmag Book: Olaf Stapledon, Star Maker

Science Fiction from 1937.

A man wakes up floating in space.
Witnesses billions of years of the universe evolving.
So who is the "Star Maker"?

Sci-Fi that ends up very spiritual & philosophic. I devoured this book. Image
@aeonmag Newsletter: Climate Foresight by @ColinRebel

It talks about environment in a succinct, optimistic and surprising way.

The introduction takes 20 seconds to read & makes me excited every time.

Ecology in the 21st century will be, what theoretical physics was in the 20th. Image
@aeonmag @ColinRebel Podcast: @Big_Biology

Always deep, insightful, relevant and humorous talks on biology.

One of my favourite episodes explain why whales are so big.

Marty Martin & Art Woods do a terrific job at directing. Not once did I think "Oh thats a dumb question".

Highly recommended Image

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More from @Artifexx

Apr 10
This is what my paper looks like.

It shows every result & decision of 3+ months.

Let me walk you through it:
👇 Image
The blue boxes are questions.

The green boxes are data sources.

Certain data can answer certain questions.Image
I use the data to answer questions.

The result can be a plot, for example.

The arrow labels are very short answers. Image
Read 7 tweets
Mar 14
What if there was a way to get AI to write like you, not like a robot?

Here's how to train AI to write in your (academic) style in just 3 simple steps 👇 Image
🔍 Step 1: Gather Representative Writing

Get a few pieces of text that contain good examples of how you write and combine them into AI readable text files using . Gobble.botImage
🤖 2. Generate a Style Blueprint

Enter the following prompt into ChatGPT to create a detailed description of your writing style:

"I need you to create a style blueprint based on the text examples I am providing. Describe the style of writing in a few sentences, mention these attributes: Conciseness, Eloquence, Vividness, Assertiveness, word choice, jargon, sentence length, .

Here is the text example:

.

Compact this into a set of instructions for AI that can be used to replicate this writing style. Do not use lists, just a paragraph."Image
Read 6 tweets
Feb 25
Just tested SciSpace Deep Review AI.

It analyzed 1750 papers and wrote a 3,050-word lit review - in three minutes.

Don't miss this milestone:
👇 Image
While the output isn’t ready for direct publication, the level of detail is remarkable.

AI-assisted tools like @scispace_ are changing how researchers conduct literature reviews

It gets faster, easier and more structured. Image
Start by visiting and typing in a preliminary research question, just as you would for a literature search.

Select "Deep Review" under the search box. typeset.io/searchImage
Read 8 tweets
Feb 19
I just built a "Research Oracle", an AI that speeds up my research.

Here is how you can build yours:
👇 Image
A "Research Oracle" is an AI that contains a lot of knowledge about your research. Once you built it use it to:

✅ Find citations
✅ Polish writing & logical flow in your manuscripts
✅ Help with lit reviews
✅ Suggest new ideas for your research
✅ Check for errors Image
ChatGPT has a new feature called "Projects".

It bundles chats + files + custom instructions.

Create one and give it a few papers as a knowledge base. Image
Read 7 tweets
Feb 10
I tried 50+ academic GPTs.

Most are just amateur projects.

Here are the top 18 that will actually boost your productivity: Image
If you have never used CustomGPTs:
→ Go to ChatGPT
→ Click "Explore GPTs
→ Search for the GPTs mentioned above
→ Start a conversation Image
Leveraging AI for your academic writing will make you super productive.

I will explain how in the upcoming webinar:

Read 4 tweets
Feb 8
Struggling to write research papers?

I found a game-changing method using AI:
(prompt in the thread)
👇 Image
Here is an example of what core sentence s look like.

Each sentence will be expanded into a full paragraph using AI. Image
Here is the simple prompt I am using:

I am writing an introduction paragraph on:
""" """

The paragraph needs to convey the following message: """ """

Here are my notes that I want you to incorporate:
""" """
Read 4 tweets

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