How to Verify AI News Sources

## TL;DR A 5-step checklist for verifying AI news: find the primary source, check the date, check the author, cross-reference a second source, and review methodology. ## Decision in 20 seconds **A 5-step checklist for verifying AI news: find the primary source, check the date, check the author, cross-reference a second source, and review methodology.** ## Who this is for Researchers who want a repeatable, low-noise way to track AI updates and turn them into decisions. ## Key takeaways - Why verification matters - The 5-step checklist - When to skip verification ## Why verification matters AI news moves fast and often gets distorted as it passes through aggregators, newsletters, and social media. An AI announcement can go from "new model preview" to "GPT-killer" in one retweet cycle. ## The 5-step checklist ### Step 1: Find the primary source Every credible AI announcement has a primary source: a blog post, paper, changelog, or official announcement page. If a story doesn't link to one, treat it as unverified. Search for the company name + announcement title to find the original. ### Step 2: Check the date AI capabilities evolve quickly. A benchmark from 6 months ago may be outdated. Always check when the primary source was published, not just when the secondary article ran. ### Step 3: Check the author Is the author the company itself, a researcher, or a journalist? Does the author have a track record of accuracy in AI coverage? Byline-less posts or anonymous accounts warrant extra skepticism. ### Step 4: Verify against a second source Find one independent source—another publication, a researcher's thread, or a secondary announcement—that corroborates the core claim. Two independent sources pointing to the same primary source is a strong signal of accuracy. ### Step 5: Check source methodology For benchmarks and comparisons, look for: what was the eval set, how was it run, who ran it? Self-reported benchmarks without methodology details are weak evidence. ## When to skip verification For routine updates (minor version bumps, small feature additions) from trusted publishers with a primary source link, full 5-step verification may be overkill. Use the full checklist for major claims. ## Quotable summary Verify AI news in 5 steps: find the primary source, check the date, check the author, corroborate with a second source, and review methodology for any benchmarks. If a story can't survive step 1, don't share it. ## Related reading - [RadarAI comparisons](/en/compare) - [RadarAI reviews](/en/reviews) - [Methodology: how RadarAI curates and links sources](/en/methodology) - [More evergreen guides](/en/articles) ## FAQ **What if there's no primary source?** Treat the claim as unverified. Wait 24–48 hours for the primary source to surface before acting on it.