End User Authoring of Personalized Content Classifiers: Comparing Example Labeling, Rule Writing, and LLM Prompting

In a way, UI/UX preference acts as a filtering function for admission to a world or universe, a badge of citizenship. For many millennials who grew into adulthood with Facebook, the feed and its extended family of apps now feel like a cluttered junkyard (so the FB ecosystem needs a refresh). The frenzied logic of Snapchat keeps Gen Z engaged and th... See more

Naturally, social media companies will not want to give up this control. But sometimes there are technological forces that are more powerful than even the biggest companies. To me, it seems clear that an LLM-based filtering system will be a naturally democratizing force. It will naturally nudge the world towards putting more control in the hands of... See more

• · Are we being reprogrammed by algorithms? In the last edition, I mentioned a recent tweet-er-xeet post by Twitter founder Jack Dorsey. Jack suggested that we should all be able to choose the algorithm that controls our timelines across social media products. But the underlying premise is more interesting: As social algorithms get far more effectiv

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The more precise and niche the words I input, the better the internet would match me with people I could forge meaningful relationships with. This precision was hard for me, partly because my sense for how communication is supposed to work is shaped by reading mass media. Writing for a general public, you need to be broad and a bit bland. I didn’t ... See more

in an era of media overabundance people are searching for a way to distill the overabundance, and it tends to be through voices that they trust. So yeah, there's filtering, but that can also happen through systems. I don't think it's any one group of people, whether that's critics or people just relying on their networks or just on their own intuit... See more