this post was submitted on 18 Feb 2026
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Couldn’t you just set up actual AI/LLM verification questions, like “how many r’s in strawberry?”
Or even just have an AI / Manual contribution divide. Wouldn’t stop everything 100% but might help the clean-up process better
How about asking it to write a short political speech on climate change. Then, just count the number of rhetoric devices and em-dashes. A human dev wouldn't be bothered to write anything fancy or impactful when they just want to submit a bug fix. It would be simple, poorly written, and filled with typos. LLMs try to make it way too impressive and impactful.
Am I going to have to start adding typos to my text on purpose?
No need to add any more than you usually do. Just leave the ones you are unable to see. Besides, LLMs tend to write in overly grand style, whereas humans can't be bothered to use every trick in the book. Humans just get to the point and skip all the high-impact language that LLMs seem to love.
I usually proofread any messages that aren't for my close friends or family lol