How Murmur Builds Your Daily Briefing, From Hundreds of Articles to One

Murmur is an orientation layer for the news, not a replacement for journalism. This is how a day of published reporting becomes a briefing of around eight minutes, and where AI is and is not involved.

1. It reads the day

Murmur pulls from the public feeds of hundreds of publishers throughout the day. It collects public pages and metadata only, uses an honest user agent with a real contact address, keeps per-domain request rates conservative, and never works around paywalls, logins or CAPTCHAs.

2. It groups reporting into events

Twelve articles about one thing should become one story. Murmur groups coverage by event, so a story is a development in the world rather than a single publisher's headline.

3. It checks what is established

Each story is reduced to specific factual statements, with the source and attribution attached to every one. The briefing may only be written from statements that hold up against the sources. Where publishers disagree, the disagreement is kept rather than averaged into false certainty.

4. It explains it, out loud

From those established statements, Murmur writes a short original explanation with a simple shape: the situation, what changed, and why it matters. It is written for the ear and read in a warm, unhurried voice. Then it points you to the reporting.

Where AI is used

Language models extract the factual claims from reporting and write the short spoken explanation. The voice is synthetic. What the models are not allowed to do is invent: briefs are generated only from claims that survived checking against the sources, and automated checks run before anything is published. Editors can inspect, correct, retract or pause the system, and corrections keep a record.

Three editions a day

The day has a shape, so the briefing does too.

• Morning asks what you need to know before the day begins. It is the fullest edition.
• Midday covers only material developments since the morning, and is skippable on a quiet day.
• Evening asks what the day became, and where things landed.

Each edition carries only stories that have something new to say since the last one. A rewritten article is not new news, and Murmur will not repeat it.

What it does for publishers

Murmur explains that something happened. The evidence, interviews and analysis stay with the publishers. It writes its own short explanation and does not reproduce their sentences or structure, shows their name, logo and link on every story they contributed to, and drops or removes any publication the same day on request to support@murmur.news.

Related: what an audio news briefing is.