Pliny Builds Knowledge Beyond the News Feed
Andy designed Pliny to turn relevant updates into researched briefings that deepen as its record of his interests grows.
Developed from a conversation between Pete Winn and Andy David

A useful post is only the starting point for Pliny. When the system identifies something relevant to Andy’s interests, it researches the subject beyond the original tweet and compiles an educational briefing. Twitter is one of its main sources, but not its only one. The aim is to extract an idea worth learning rather than reproduce an endless feed of posts.
Pliny adjusts each briefing to the knowledge it already holds. If Andy has not encountered the subject before, it explains the foundations in simple terms. If related material already exists, the new briefing builds on those earlier artefacts and cites the connections. This creates a visible chain showing how new information relates to previous reading, sources and assumptions.
That accumulating record keeps each briefing useful after the news cycle moves on. Instead of letting one update displace another, Pliny links fresh research into a growing body of material that Andy can revisit and extend. The pipeline is currently run manually, but its defining feature is already clear, a fleeting post can become part of a durable, personalised learning system.
