this post was submitted on 21 Aug 2025
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The screenshot shows an llm summary of a users posting history. Is that what you mean by “determine belief values stance and more” ? Is there more to this? How is that summary different from scrolling through someone’s posting history to see what they post about?
It's made by a machine and can be biased by its prompt, training, and owners political beliefs (see Elon's Grok).
The post title makes it sound like Reddit is doing some sort of automated classification of user politics with some sort of ml technique. But the screenshot does not show that. It shows an llm summary of a users posting history . If the tool was run on a user that posted exclusively to a cat subreddit, the summary would have been about how the user likes cats. Despite the utility or accuracy of llm summaries, what the screenshot shows is far more anodyne than what this post’s title implies is happening.
How is reading the Clif notes/summary different from reading the book? Time and effort taken, as well as a much shallower understanding of the material (assuming your summary is even relatively accurate).
It's an easy way to get an instant opinion of someone so you can make a determination on whether you like it without having to tax your poor brain into actually thinking, and you can let something decide your opinion before you even know what you want to know. A summary provided by a product that is notoriously frequently wrong or lies and makes shit up out of whole cloth.