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Why Trust This
You should not trust a news product because it sounds confident. You should trust it only to the degree that its method deserves trust.
That is our view too.
Top News Clips is built around a transparent process: broad intake from sources across 10 published credibility tiers, careful filtering, source-aware evaluation, coverage measurement against 15 named mainstream outlets, and multiple AI models challenging one another before anything reaches readers.
We are not asking you to trust a black box. We publish the method, label the sources, show confidence levels, and make the process more inspectable.
What earns trust here
Published source taxonomy
Every source is labeled using a published 10-part source taxonomy — from nonprofit investigative to community sourced. The taxonomy is public. You can read the methodology. You can dispute any rating.
See the taxonomy →Visible coverage measurement
When we say a story is underreported, we show you exactly how many of the 15 major outlets we monitor have covered it. The number is on the story.
Multiple models, not one
Different AI models have different strengths and blind spots. Pressure-testing across systems reduces single-point bias.
Source labels on every story
You always see who produced the content and what kind of outlet they are. Nothing is anonymous.
Global perspective by default
We don't just show you what US media is covering. We show you what the rest of the world is covering that US media isn't — and how international outlets frame the stories that both are covering.
Mainstream comparison built in
Mainstream Pulse shows you what NPR, NYT, AP, Reuters, WSJ, and Fox News are each leading with — so you can see what's getting attention and calibrate accordingly.
The system is iterative
We are not pretending this is perfect. The taxonomy is reviewed quarterly. We publish corrections. We are committed to getting better in public.
Submit a correction →What we do not claim
We do not claim that AI is the source of truth.
AI is part of the process — it helps us review, compare, challenge, and synthesize at scale. But truth is pursued through evidence, source quality, corroboration, transparent standards, and continuous refinement.
We do not claim to be unbiased.
We claim to be transparent about our sources, our methods, and our limitations — and to let you evaluate accordingly.
We do not claim to replace journalism.
We surface, classify, and contextualize the journalism that already exists — especially the journalism that isn't getting the attention it deserves.
The full picture, not the profitable picture.
Every source labeled. Every story in context. The full picture in 5 minutes. Free.