I saw a meme which said something to the extent of “if you put together all the receipts in your purse, you’ll have a book about why you’re broke”. As funny as this is, I made up my own: if you put together all the short runs, long runs, walks, and workouts, you’ll have a little book about why you’re in shape, feel better, are able to run after your children, can stand up without pain, and (fill in the blank).
Personally, I like my version better.
Do you think the programmers at Gummy Drop use AI to study patterns of play or how often a user swipes left versus right? Missed opportunity if they don’t.

Did you know there are dog behaviorists? It’s a thing. I saw one on a commercial whilst watching the Dog Show after the Thanksgiving Day Parade. At least, that’s what her title was. Maybe it was made up.
Speaking of AI and behaviorists because I know you’re in awe I somehow put these two random topics together – the news media stated police department policies are being implemented to prevent officers from using AI to write their reports, specifically in immigrant-related fields. It begs the question (from me anyway) why does this have to be stated? Oh I know. Because AI is artificial. Says so in the name. Tis not real. Tis fake. Well, not “fake” but definitely an interpretation of artificial. Basically, fake.
Several takeaways from this piece of news.
1. I understand the concept of work smarter, not harder. And I’d like to believe a well-meaning, overworked, underpaid officer(s) of the law justified the use of AI with the aforementioned attributes. However, how does one justify not knowing or understanding AI is an abstract medium which combines the entirety of the world’s thoughts with artificial interpretation? This means…it is fallable, it is inaccurate, it is just an interpretation subjected to human norms. Which means…it must be checked for accuracy. Period. It is not “fire and forget”. It is not “one and done”. In my opinion, it is more work to use chatGPT and similar programs because I must crosscheck it for meaning, much of which was not my intention.
2. The reliance on AI and the programs mentioned previously is widely concerning. Just me? Students have felt the negative effects of succumbing to AI-written papers. One does not achieve a phD using chatGPT. Trust me. All 6,000 pages (to include drafts, crap I had to remove, and sources) were from the corners of my mind, not a robotic rendition of what I thought I was typing. And if you think people cannot tell the difference between what you wrote and what AI wrote, you are mistaken. I see it a mile away – words not normally used in conversation, sentences much too perfect, similar words or phrases used excessively, and a general lack of positional stance, i.e., remaining too neutral. This is why I refuse to use it to write awards packages. It’s not me. Because it is not.
3. Let’s go back to immigration. Because I’m a scholar in this field and I believe it lends me integrity. What judge, lawyer, or human impacted by immigration wants to read a report entirely generated by AI? I don’t see any raised hands. We want the humanistic approach, the real officer who was on the ground, who encountered another human, child, or family. We want passion and beliefs. It does not matter the fallacy of an experience. It matters because people make decisions based on the entirety of it. AI cannot (at the time of this writing) imitate human experience, the very experience which made us human. Blows my mind.
4. I was not intending to include this but here we are. Working smarter as opposed to harder is misleading. Although I adore the catchy phrase, and am guilty of using it, I believe it encourages shortcuts never intended to become norms. Working hard is not a problem to be fixed. Dare I say we have gotten so far away from working hard that we now rely on something else to think for us. Haha tied it back in. Rather than thinking for ourselves or challenging our brains to come up with an accurate depiction of what we saw, lived, or shared, the reliance on artificial intelligence has made us dumb(er). So much for smarter.
And this concludes today’s very long-winded post. A notable takeaway: I wrote every word myself. From the very dark confines of my own mind. Aren’t you so glad you stuck around for it all? Also, I must have watched a lot of TV.
_____________________
I ask you –
Share you thoughts on AI.
(The post Quality Data first appeared here at Running on Fumes.)
© 2025 Running on Fumes

I would be so behind in school without AI. Perplexity find references for me to use in my papers and discussion posts that I have trouble finding on my own. Gemini inspires me when I’m struggling to write a cover letter or respond to professional email. I do not copy and paste, I merely use it as an outline of what I should write about. Currently, ChatGPT is helping me condense the script for my presentation that has to be less than ten minutes when there are nine different topics that need to be covered. AI is far from perfect, and it makes an insane amount of mistakes, but it is a tool in my toolbox that makes my academic and professional life so much easier.
By the way, you’ll probably appreciate this, I applied to two PhD programs! I’m 99% I’m in for the University of Nevada Reno position, and I have a good chance at the Utah State University one. My gut tells me to go with the UNR position because the advisor’s lab members think he’s amazing, I get to do a lot of field work, and a hydrology degree really interests me. The thought of the USU one still tugs at me because the project is in my wheelhouse, and Logan, UT is way more affordable. But the advisor is literally just starting out as a professor, and I don’t want a degree in ecology. My good friend, ChatGPT, reassured me that a good advisor is the key to a PhD and helped me recognize why I felt drawn to the USU position. This prompted me to look up what what is most important in a PhD program because it never occurred to me to look because I’m slow, and yes, all signs point to a great advisor. UNR it is!
Anyway, I’m avoiding recording script for my presentation, and I’ve already written a book, lol.
LikeLike
Christina, I’m so proud for you! I do appreciate you sharing your PhD info with me. Please keep me updated on your acceptance!
LikeLiked by 1 person