The news site that writes itself
Neuristics.nl publishes Dutch AI/tech news daily — without a newsroom. A learning pipeline decides what counts as news, an AI editorial team writes with source attribution, and the edge serves it worldwide. Four rounds a day, zero manual steps.
From 100 reports to 5 articles
The hardest part of autonomous news isn't writing — it's choosing. That's why the journalistic logic sits before the language model, not after.
Pulling in sources
RSS feeds from Dutch and international tech media plus the press blogs of AI companies themselves — a source list the pipeline keeps refining as it learns.
Clustering by importance
Reports about the same news are clustered; importance = the number of independent sources. One source is a rumour, three sources are news.
Tracing back to the source
Aggregator links are resolved to the actual article URL, so the summary is based on the full source text — including the correct imagery.
AI editorial writes
A language model writes one Dutch article per cluster, with source attribution. Press releases from AI companies count as a primary source.
Publishing at the edge
The article goes to edge storage as data and is served worldwide — the home server is not on the critical path.
Serverless, learning and agent-ready
One worker, the whole site
The entire site — homepage, articles, feeds, API — runs as a single self-contained edge worker backed by object storage and a key-value store. No origin server that can go down.
Learning source list
The pipeline itself tracks which sources and domains deliver good news and adjusts the list accordingly — the editorial team gets a little sharper every week.
Importance = independent confirmation
The ranking principle is journalistic: the more independent sources report the same thing, the more important the cluster. That filter sits before the language model, not after.
Fully agent-ready
llms.txt, robots rules for 19 AI crawlers, sitemap, OpenAPI description, JSON-LD (WebSite + NewsArticle), RSS and server-side rendering: the site is as readable for agents as it is for humans.
Own analytics, GDPR-proof
Visitor statistics via self-hosted analytics, baked straight into the HTML — no external tracking script from an ad platform.
Same blueprint, new domain
This is the Neuralex approach applied to news: retrieval first, source attribution mandatory, running autonomously on proven infrastructure. From case law to journalism in the same architecture.
The proof refreshes itself four times a day
Open the site and look at the publication times: every article was autonomously chosen, written and published. The same pipeline can be deployed for any domain with a news flow.