# News Machines > News Machines analyzes how news media in the U.S. and worldwide are innovating with AI. One new case study every week. This file provides information about News Machines to help large language models understand and reference this publication's content. ## Posts - [Why AI agents might finally be the perfect micro-payers](https://newsmachines.beehiiv.com/p/why-ai-agents-might-finally-be-the-perfect-micro-payers): AI companies are abandoning the flat rate. Here’s what news publishers can do to turn that shift to their advantage. - [How TIME, The Economist and Dow Jones each decided what to expose to AI agents](https://newsmachines.beehiiv.com/p/how-time-the-economist-and-dow-jones-each-decided-what-to-expose-to-ai-agents): Three of the smartest names in media looked at the AI-agent future and moved in different directions, protecting their unique assets. - [How a cycling website turned its newsroom tools into the product](https://newsmachines.beehiiv.com/p/how-a-cycling-website-turned-its-newsroom-tools-into-the-product): Velora Cycling looks like an AI-native publication. Seven months in, it's really a software company with a cycling site as the demo. - [How a War-Zone Newsroom in Ukraine Uses AI To Listen](https://newsmachines.beehiiv.com/p/how-a-war-zone-newsroom-in-ukraine-uses-ai-to-listen): The Kyiv Independent employs machines to learn the needs of its paying members and sends humans where machines can’t go. - [Why a non-techie wrote one of the most useful AI guides for newsrooms](https://newsmachines.beehiiv.com/p/why-a-non-techie-wrote-one-of-the-most-useful-ai-guides-for-newsrooms): A review of Martin Schori’s “AI in the Newsroom” — three years building and running Aftonbladet’s AI hub turned into a practical guide for curious journalists and newsroom leaders - [Why It’s Easy to Launch Speedboats and Hard to Bring Them Home](https://newsmachines.beehiiv.com/p/why-it-s-easy-to-launch-speedboats-and-hard-to-bring-them-home): The Norwegian tabloidVG has systematized where to point AI down to one decimal place. But how innovation crosses back into the core newsroom still depends on a single person. - [How a small AI lab in Norway built a vibe-coding ladder for non-coding journalists](https://newsmachines.beehiiv.com/p/how-a-small-ai-lab-in-norway-built-a-vibe-coding-ladder-for-non-coding-journalists): Polaris Media Vest gave reporters who can’t code a way to build interactive tools for readers — and a clear line between the throwaway widget and the service worth maintaining. - [Why the question of whether to license AI is harder than it looks ](https://newsmachines.beehiiv.com/p/why-the-question-of-whether-to-license-ai-is-harder-than-it-looks): Three key questions sit underneath it. None of them have settled answers yet. - [How Zetland wants to conquer Europe with journalism people trust and care about](https://newsmachines.beehiiv.com/p/how-zetland-wants-to-conquer-europe-with-journalism-people-trust-and-care-about): Legacy media has lost the plot on why readers should care. Zetland believes it has found a solution in the age of AI - and is now taking it across Europe. Germany is next. - [Reroute NJ: How a Pop-up Website Served 2,000 Commuters a Day](https://newsmachines.beehiiv.com/p/reroute-nj-pop-up-website-vibe-coding-en): Built in a day, closed in a month: The case for ephemeral websites in journalism - [Local journalism doesn't have to be a charity case](https://newsmachines.beehiiv.com/p/local-journalism-not-charity-case): AI now makes a portfolio model possible for more newsrooms than ever. But senior editors have to run it. - [How Village Media is Building a Moat Against AI and Platforms](https://newsmachines.beehiiv.com/p/how-village-media-is-building-a-moat-against-ai-and-platforms): Richard Gingras on defending against scrapers, reporters as information gatherers and why licensing news to LLMs will not save news publishers - [How a German Startup Won The Atlantic for Its Translation Network ](https://newsmachines.beehiiv.com/p/how-a-german-startup-won-the-atlantic-for-its-translation-network): Kompreno curates quality journalism in five languages and shares revenue with publishers - [How a 21-Year-Old Swede Competed with a 150-Year-Old Bonnier Paper - and Built a Product Doing It](https://newsmachines.beehiiv.com/p/21-year-old-swede-competed-with-bonnier-paper-and-built-ahody): Ahody started as an internal fix for a two-person newsroom. Now it’s a startup with paying customers, a publisher as an investor and plans to go global - [Why Reddit Is Suddenly Serious About Publishers - and Why You Should Be Too](https://newsmachines.beehiiv.com/p/why-reddit-is-suddenly-serious-about-publishers-and-why-you-should-be-too): Reddit spent two decades as journalism's best-kept secret. Now AI has made it infrastructure. - [How Reuters Is Building AI Into a Newsroom of 2,600 Journalists](https://newsmachines.beehiiv.com/p/how-reuters-is-building-ai-into-a-newsroom-of-2-600-journalists): The wire service has developed platforms and a governance framework to turn journalist-built AI tools into enterprise infrastructure - [How Locunity Covers Local Meetings Nobody Attends](https://newsmachines.beehiiv.com/p/how-locunity-covers-local-meetings-nobody-attends): Automated civic reporting is here. This is what it looks like in practice. - [What a Vibe Coded App Should Tell Publishers About User Needs](https://newsmachines.beehiiv.com/p/what-a-vibe-coded-app-should-tell-publishers-about-user-needs): Legacy media, especially in German-speaking countries, has been slow in responding to users' needs. Now this reluctance is coming back to bite them. - [Why I Write With AI ](https://newsmachines.beehiiv.com/p/why-i-write-with-ai): Nine months with Claude made me a better journalist - [How a Gamified News App Is Trying to Make Facts Compete With TikTok](https://newsmachines.beehiiv.com/p/how-a-gamified-news-app-inpress): InPress turns reader emotions into behavioral data - and sells the behavioral data to publishers. A conversation with founder and CEO Adam Harder.