Editorial Policy

How We Source News

Machine Brief aggregates AI news from over 50 verified sources, including official company blogs, peer-reviewed research repositories (arXiv, major conferences), and established technology publications. We don't run rumors or unverified leaks.

Every article includes a link to the original source so you can verify claims yourself. When we add analysis or context, it's clearly separated from the factual reporting.

Fact-Checking Standards

Before publishing, we verify key claims against primary sources. For model benchmarks and performance claims, we cross-reference official documentation and independent evaluations when available. Technical claims are checked against the original papers or release notes.

Article Types

• News — Factual reporting on AI developments, model releases, and industry events.
• Analysis — Our interpretation of trends, implications, and what things mean. Clearly labeled as analysis.
• Guides — Educational content explaining AI concepts, tools, and techniques.
• Comparisons — Data-driven side-by-side evaluations of AI models and tools.

AI Disclosure

Machine Brief uses AI tools in parts of our editorial workflow, including research assistance, initial drafting, and data analysis. All content goes through human editorial review before publication. AI-generated images are labeled when used.

Corrections Policy

We take accuracy seriously. If we get something wrong, we fix it. Corrections are noted at the top of the article with the date of the correction. For significant factual errors, we'll update the article and note what changed.

To report an error, contact us at corrections@machinebrief.com.

Independence

Machine Brief doesn't accept payment for coverage. Our editorial decisions aren't influenced by advertisers, sponsors, or the companies we cover. When we use affiliate links or sponsored placements, they're clearly disclosed.