Some food for thought:
Are medical studies being written with ChatGPT?
Well, we all know ChatGPT overuses the word "delve".
Look below at how often the word 'delve' is used in papers on PubMed (2023 was the first full year of ChatGPT). pic.twitter.com/iNxZfFLkxL
— Jeremy Nguyen ✍???? ???? (@JeremyNguyenPhD) March 30, 2024
Wait. ChatGPT overuses the word "delve"? Apparently so. According to a dataset of 50,000 ChatGPT responses, its ten most overused words are:
- Explore
- Captivate
- Tapestry
- Leverage
- Embrace
- Resonate
- Dynamic
- Testament
- Delve
- Elevate
I guess if these words start showing up on my blog you'll know that I've died and been replaced by a robot. Sort of like all those books that Tom Clancy keeps writing.
But would this be a terrible thing? I'm not an academic or have run studies, so maybe I'm out of line, BUT (asserting my cis white male privilege to pontificate on anything) ... isn't most of the work crafting the study, getting it funded and then running it? Assuming the authors of the study at least reviewed what the AI thought of it and agreed, is it all that reasonable and provide a more consistent presentation of the study methodology and summarization of the results. And potentially created and published sooner? And then make it easier to replicate because of the more 'standard' nature of the presentation?
Tom Clancy was replaced by a chatbot sometime in the early aughts.
Kevin should Delve into the rich Tapestry of Large Language Models - Embrace and Explore the Dynamic that has Resonated with, Captivated, and Elevated so many, and which is a Testament to its ability to Leverage seemingly random data into something much larger that its parts.
What are emergent properties? for $300.00
Emergent properties are those that arise from a group of items but which are not visible in studies of the individual items. A single molecule of water doesn’t have a melting point or boiling point like a collection of billions of water molecules do.
I can personally attest that ChatGPT is a big fan of "delve" and "tapestry" and several others on that list.
NYTimes recently ran a piece that talked about how peer reviewers are having AI review the articles for them.
I really doubt that most examples of AI use are actually cases where people read the output carefully and very selectively choose what they will add to their own papers. I remember when people said that access to the Internet meant people would fact-check things for themselves. People just don't do that. It's the same with AI. I don't think for a moment that the author of this article looked closely at his AI-generated images (neither did the reviewers or editors, apparently): https://arstechnica.com/science/2024/02/scientists-aghast-at-bizarre-ai-rat-with-huge-genitals-in-peer-reviewed-article/#:~:text=Those%20figures%E2%80%94which%20the%20authors,text%20label%20of%20%22dck.%22
Whenever we test AI at work we end up with all sorts of stuff that is actually wrong or poorly written. Even summaries of text we hand it goes off the rails fairly frequently.
One colleague has found that AI does a good job of creating the wrong answers for multiple choice tests, though. Hard not to get a good laugh about that one.
When Adam delved and Eve span,
who was then the gentleman?
— John Ball
Sounds like corporate speak...or motivational speakers on overdrive. Maybe LLM's have overdosed on "training videos".
It depends on what you mean by ‘written’. People increasingly use AI to rewrite their text, correcting the grammar and applying an appropriate tone. Perhaps that’s what we are seeing.
Rosencrantz: I was waiting for you to delve. "When is he going to start delving?" I asked myself.
Tom Stoppard, R & G Are Dead
I, for one, and ready to embrace and leverage the new dynamic blogger.
In my opinion, none of those ten words should ever appear in a scientific paper.
Elevate, capitulate, try not to hate, mediate, deviate, captivate, resonate, a one-world state...
While I have yet to delve into this dynamic tapestry of an X-post, it does resonate with me and seems to captivate and elevate your other readers as well. It's a testament to how one can leverage an audience that likes to embrace and explore data.