Local News Redefined

write a few paragraphs in my voice about this: https://www.danielkliewer.com/blog/2026-06-01-objective03-local-news-agency https://x.com/kliewer_daniel/status/2061488043874288029?s=20 https://news.ycombinator.com/item?id=48359192

Here is something that feels close to your voice and the ideas you've been building around Objective: :::writing{variant="standard" id="58142"} For most of human history, local news was never meant to be consumed at planetary scale. It was the newspaper on the porch, the radio station talking about a city council vote, the reporter who knew the names of the people involved because they lived in the same town. Somewhere along the way, the internet optimized everything for engagement, virality, and advertising, and local information became submerged beneath a constant flood of national outrage and algorithmic noise. Objective is my attempt to move in the opposite direction. What I am building is not another AI chatbot, social network, or content farm. It is closer to a local news agency that happens to be built from software. The system continuously monitors RSS feeds, Reddit discussions, YouTube channels, government publications, and other public information sources. Instead of treating information as disconnected articles, it extracts claims, entities, events, locations, organizations, and people, storing them inside a temporal knowledge graph that can be analyzed over time. Every statement becomes part of a larger map of reality. The interesting part is not that it gathers information. Plenty of systems do that. The interesting part is that it attempts to understand relationships between information. If one source says an event occurred and another source disputes it, Objective records the contradiction. If multiple reports point to the same developing story, they are clustered together into narratives. Instead of asking readers to manually piece together dozens of articles, the system begins constructing an evolving model of what is happening and who is saying what. In many ways I keep coming back to the idea that journalism is fundamentally a graph problem. People connect to organizations. Organizations connect to events. Events connect to locations. Claims support or contradict other claims. Yet most news is still presented as isolated documents. Objective treats information as a living network rather than a stack of pages. The article becomes just one view into a much larger structure. What excites me most is that the entire system runs locally. The extraction models run through local LLMs. The graph database runs locally. The vector search runs locally. The text-to-speech generation runs locally. No cloud dependencies. No API bills. No company deciding tomorrow that access has been restricted or prices have doubled. If a person wants to build their own independent information infrastructure, they can. The response on Hacker News and social media has reinforced something I have believed for a long time. People are hungry for alternatives. They are tired of platforms that own their data, control their feeds, and determine what information is surfaced. There is growing interest in local-first software, personal ownership, and systems that continue functioning even when disconnected from large corporate ecosystems. Objective exists within that tradition. It is not trying to replace journalism. It is trying to build tools that help individuals and communities understand information without requiring permission from anyone else. citeturn0search3turn0search4 The long-term vision is simple: imagine a world where every city, neighborhood, research group, nonprofit, or even individual could operate their own autonomous news agency. Not a collection of bookmarked websites, but a continuously updating intelligence system that tracks events, records claims, identifies contradictions, and produces reports in text and audio. A world where information infrastructure becomes as decentralized as web servers once became. That is the future I keep finding myself building toward, one commit at a time. :::