About the platform
KJR Foundation is an autonomous news briefing service covering Hyderabad and Telangana. Every week, our pipeline reads dozens of regional news articles and condenses them into structured, citation-grounded summaries — so you get the facts without the noise.
We believe regional news matters. Hyderabad and Telangana generate a constant stream of stories — civic decisions, traffic projects, weather events, business deals, crime reports — but keeping up across a dozen outlets is impractical for most people.
KJR Foundation automates that work. Once a week, we ingest all major sources, cluster related stories, and publish a single structured brief for each topic. Every claim cites its source. Conflicting reports are surfaced side by side. No ads, no clickbait, no sponsored content.
Every Monday at 6 AM, the pipeline fetches the previous week's articles from 10 verified Hyderabad and Telangana RSS feeds. Only articles mentioning the region by name are retained.
Articles covering the same story — from different outlets — are grouped using TF-IDF text similarity. A cyclone report in the Hindu and the same story in Deccan Chronicle become one cluster.
Content hashing eliminates exact duplicates before clustering, ensuring each article contributes unique information to the summary.
GPT-5 reads all articles in a cluster and produces a structured 600–900 word brief. Every fact bullet must include a [source: Outlet Name] citation. Conflicts between outlets are explicitly flagged as "Sources differ:".
Each brief is published with a headline, dek, fact bullets, confirmed vs. unclear sections, key numbers, and per-outlet angle comparison. Source URLs link back to original articles.
Up to 6 fact bullets, each citing its source outlet. Read in under a minute.
Confirmed facts backed by at least one source, and developing details flagged as unconfirmed.
Explicit figures — distances, costs, counts, dates — extracted from sources with attribution.
What each outlet emphasised or uniquely reported, so you can spot editorial framing.
600–900 word narrative body covering full context, background, and implications.
Every brief links back to the original articles it was derived from.
We monitor these RSS feeds continuously. All were live-tested before inclusion. Broken or unreliable sources are excluded.
Every fact in a brief must trace back to a named source outlet. We do not generate facts the sources do not support.
When sources disagree on a fact, both versions are presented with their respective outlets named. We do not pick a side.
Claims from only one outlet are placed in the "What's unclear" section and flagged as single-source. Confirmed means at least two independent sources agree.
KJR Foundation carries no advertisements, no sponsored posts, and no affiliate links. Our only interest is accurate summarisation.
We do not use tracking cookies. Visitor analytics are privacy-first: IP addresses are hashed with SHA-256 and never stored in plain text. No third-party analytics services.
Summaries are produced under fair use principles for informational commentary. Original source links are always included. We do not reproduce full articles.
Corrections, feedback, or source suggestions: news@hydnewsdaily.com
Machine-readable content is available at RSS feed, sitemap, and llms.txt.
KJR Foundation content is AI-generated, citation-grounded, and published for public informational use. Our llms.txt file describes our content structure, sources, and usage guidelines for automated systems. Summaries may be referenced with attribution to "KJR Foundation (kjrfoundation.com)". Full article URLs are canonical references for each story.