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Emoji Use in the Electronic Health Record is Increasing

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Re: Emoji Use in the Electronic Health Record is Increasing

#4

Emoji use was stable from 2020-2024, then spiked in 2025. The authors don't attempt to explain it, but I bet AI is to blame. Anyone who has had to clean up AI comments riddled with stupid emojis from their code will understand this.

> Anyone who has had to clean up AI comments riddled with stupid emojis from their code will understand this.

I have no idea what you're talking about. I code daily, with 80/90% of my work AI-assisted, and never had to clean one emoji.

As for emojis appearing in EHRs, a more likely explanation is the growing presence of Gen Z professionals in healthcare, who are known for integrating emojis into their communication. This trend probably has little to do with AI and more to do with generational habits.

Re: Emoji Use in the Electronic Health Record is Increasing

#5
post #4

Emoji use was stable from 2020-2024, then spiked in 2025. The authors don't attempt to explain it, but I bet AI is to blame. Anyone who has had to clean up AI comments riddled with stupid emojis from their code will understand this.

> Anyone who has had to clean up AI comments riddled with stupid emojis from their code will understand this. I have no idea what you're talking about. I code daily, with 80/90% of my work AI-assisted, and never had to clean one emoji. As for emojis appearing in EHRs, a more likely explanation is the growing presence of Gen Z professionals in healthcare, who are known for integrating emojis into their communication.…

I just had Claude generate a readme for me and it added at least 10 emoji to it.

Re: Emoji Use in the Electronic Health Record is Increasing

#6
post #4

Emoji use was stable from 2020-2024, then spiked in 2025. The authors don't attempt to explain it, but I bet AI is to blame. Anyone who has had to clean up AI comments riddled with stupid emojis from their code will understand this.

> Anyone who has had to clean up AI comments riddled with stupid emojis from their code will understand this. I have no idea what you're talking about. I code daily, with 80/90% of my work AI-assisted, and never had to clean one emoji. As for emojis appearing in EHRs, a more likely explanation is the growing presence of Gen Z professionals in healthcare, who are known for integrating emojis into their communication.…

> I code daily, with 80/90% of my work AI-assisted, and never had to clean one emoji.

do you read this code? I find it hard to believe unless you have llm instructions in your codebase that you are not aware of

Re: Emoji Use in the Electronic Health Record is Increasing

#7
post #4

Emoji use was stable from 2020-2024, then spiked in 2025. The authors don't attempt to explain it, but I bet AI is to blame. Anyone who has had to clean up AI comments riddled with stupid emojis from their code will understand this.

> Anyone who has had to clean up AI comments riddled with stupid emojis from their code will understand this. I have no idea what you're talking about. I code daily, with 80/90% of my work AI-assisted, and never had to clean one emoji. As for emojis appearing in EHRs, a more likely explanation is the growing presence of Gen Z professionals in healthcare, who are known for integrating emojis into their communication.…

In the conversational mode it shits them like crazy. Depends on a particular fine-tune though.

Re: Emoji Use in the Electronic Health Record is Increasing

#8
Perhaps I'm in the minority, but I don't think emojis should be used at all in health records… It reminds me of stories my mum would tell me about when she would get a résumé pre-digital, and there would be a mark/symbol on it, and it might meant the person is fat, black, wears glasses, etc...

Re: Emoji Use in the Electronic Health Record is Increasing

#9
post #4

Emoji use was stable from 2020-2024, then spiked in 2025. The authors don't attempt to explain it, but I bet AI is to blame. Anyone who has had to clean up AI comments riddled with stupid emojis from their code will understand this.

> Anyone who has had to clean up AI comments riddled with stupid emojis from their code will understand this. I have no idea what you're talking about. I code daily, with 80/90% of my work AI-assisted, and never had to clean one emoji. As for emojis appearing in EHRs, a more likely explanation is the growing presence of Gen Z professionals in healthcare, who are known for integrating emojis into their communication.…

Gen Z has been entering the professional workforce (post college age) since approximately 2020, so I don't think they're to blame.

AI generated text is littered with emojis in my experience as well, often used as bullets in the lists it loves to generate.

Re: Emoji Use in the Electronic Health Record is Increasing

#10
post #6
post #4

Earlier quoted context omitted.

> Anyone who has had to clean up AI comments riddled with stupid emojis from their code will understand this. I have no idea what you're talking about. I code daily, with 80/90% of my work AI-assisted, and never had to clean one emoji. As for emojis appearing in EHRs, a more likely explanation is the growing presence of Gen Z professionals in healthcare, who are known for integrating emojis into their communication.…

> I code daily, with 80/90% of my work AI-assisted, and never had to clean one emoji. do you read this code? I find it hard to believe unless you have llm instructions in your codebase that you are not aware of

Claude (the only model I use regularly) will definitely add emojis to non-code documentation and/or commit messages (which I almost never let it write, but it will sometimes try). However, I can't recall Claude ever adding emoji to code or in comments.
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