ChatGPT for science communication
is a large language model with a dialogue interface. Via the web interface, you can ask it questions and comment on its answers. The application has been trained on 45 terabytes of text (about 90 trillion words) from websites, books, academic papers, Wikipedia etc., and has learned how humans use text and can replicate this quite well. ChatGPT has promising uses in all kinds of fields, including science communication.
On this page we offer some general advice and caveats, followed by a few concrete tips to get the most out of your interaction with ChatGPT.
What can ChatGPT be used for?
ChatGPT can generate text that looks like it could have been written by a human, but rest assured: it won鈥檛 take our jobs any time soon. Since it is trained on lots of text that is not necessarily written by professional writers, its output usually doesn't have the quality that we as science communicators might expect from our own work.
However, there are still several things that it can be very useful for, such as::
Brainstorming and coming up with creative ideas
Help with writing and structuring text
Text editing: checking, translating, simplifying, amending, making more inclusive
Preparing an interview
Help explaining topics
But before you begin, take note of these important caveats:
ChatGPT is not able to check its own output for factual correctness, so always do your own fact checking (and/or ask a researcher to check the text).
Do not tell secrets to ChatGPT. It is continuously trained on data input by its users, so never enter any privacy-sensitive data.
ChatGPT is trained on data up to September 2021 and is not able to search the internet, so it does not have access to more recent information (except user-entered data, as mentioned in the previous bullet point) and cannot open URLs . You can of course copy-paste text from webpages into the ChatGPT dialogue box.
Our colleagues at Legal Affairs have indicated that there is not yet a central Utrecht 木瓜福利影视 policy regarding the use of large language models. However, the EU is in the process of developing legislation for the use of AI in general.
General tips
Give ChatGPT clear instructions about what you expect from it, in terms of style, length, tone, etc.
Giving relevant context will improve the quality of the output. For example, start your input with: 鈥I am a press officer at Utrecht 木瓜福利影视 and I am writing a text for our website. At Utrecht 木瓜福利影视, open science and sustainability are some of our most important values.鈥 Or give ChatGPT a role before asking it a specific question: 鈥淧retend you are a world-famous communications consultant and you are visiting my university to give us advice on 鈥︹
One of the biggest differences between using ChatGPT and more 鈥榯raditional鈥 tools like Google and DeepL is that ChatGPT is built for conversations. That means you can ask it questions about its output, give it follow-up instructions to refine or change the output, etc. You can also ask ChatGPT to interview you. For example, with 鈥淚鈥檝e been asked to give a presentation about [鈥. Could you ask me three questions about this topic and then make an outline for the presentation, based on my answers?鈥
Example prompts
For writing and improving text:
I鈥檓 a communications consultant at a university and I鈥檓 working on a text for our website about our sustainability-related research. Could you make a first draft of the text for me, explaining why sustainability research is important?
Follow-up prompt to refine ChatGPT鈥檚 answer: Could you incorporate the fact that we鈥檙e using an open science approach, and put more emphasis on team science?
I鈥檝e written a first draft of a science news article about [鈥. To summarize, the main points in the article are [鈥. Are there any blind spots in this article that I鈥檓 currently missing?
Please rewrite the following paragraph for an older audience that does not have English as a first language: [鈥
Could you rewrite the following text to give it more of a 鈥渉ero鈥檚 journey鈥 structure?
Could you rewrite this text in more accessible language?
For brainstorming and preparing interviews:
Give me ten questions for a speed dating event for researchers
Give me ten alternative terms for environmental protection
I鈥檓 interviewing a theoretical physicist about their PhD defence for an article for our website. It should not only focus on their research, but also have a human-interest angle, possibly with an unexpected twist. Could you propose 5 questions that I could ask during the interview?
Give me ten possible titles for news item that will be posted on a university website and is aimed at an informed audience
For help explaining topics:
Can you tell me a bit about research into complexity?
What is a supranuclear density?
What is a theoretical framework?
Tell me about recent developments in artificial intelligence, as if you are talking to a high schooler. Please include ethical concerns if applicable.
Can you provide me with a text of 50-75 words explaining what a biomarker is and what role it can play in cancer treatment?
Follow-up questions to refine and change:
Can you give me five alternatives for suggestion 2?
Can you please give me a less vague description of the concept 鈥榝ramework鈥?
In the first paragraph, you use the word 鈥榓ccording鈥 twice. Can you change the sentences in a way you don鈥檛 use the same word twice?
Can you make this sound more professional?
Can you make it approximately 50 words?
Ethical considerations
The use of ChatGPT and other generative AI tools is not without its ethical considerations. OpenAI, the company behind ChatGPT, is not as open as its name would suggest, but is instead 鈥榗orporate, closed-source and for-profit鈥 (). The company has hired underpaid workers in Kenya to assess toxic training data, a 鈥榯raumatic鈥 job that involves reading graphic descriptions (. ChatGPT and other generative AI tools are trained on vast amounts of copyrighted material (). And while the environmental footprint of such tools is difficult to calculate exactly, it is not negligible ().
Frequently asked questions
What happens to the data you put into ChatGPT?
ChatGPT continues to learn from the data that is provided by its users. That鈥檚 why you shouldn鈥檛 tell it private or sensitive information. In the latest version there is an option to keep the conversation 鈥榗onfidential鈥, but the caveat is that the system won鈥檛 learn from your conversation. Tragedy of the commons: if all people using the system do that, it won鈥檛 be able to develop further. Still, even with private mode on, you should not tell ChatGPT secrets you don鈥檛 want out there in the world.
Does the robot speak Dutch?
Yes! But since it鈥檚 been mostly trained in English, that鈥檚 where you will get the best results.
Can ChatGPT cite sources?
Since it can鈥檛 access the internet, it cannot cite sources. When you ask for sources, it will make some up. Make sure to always fact check its work!
Is ChatGPT going to take over our jobs?
ChatGPT is not a magical robot, and therefore it doesn鈥檛 have the personal touch and UU style that we as communication professionals can add to a text. It tends to write in a rather commercial or stereotypical 鈥淎merican鈥 style with bold statements, exaggerations and exclamation marks. It can help you get started, but the quality of text it produces definitely still needs to be checked, edited and amended by a communication professional.
Other relevant tools
ChatGPT is not the only large language model that may be useful for us. Another example is , a tool that helps you read, review, compare and summarise academic papers, and also offers additional tools like a paraphraser.