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AI editorial scores assess an excerpt from the original article. They are subjective, can disagree, and do not verify facts or predict investment performance. See the method ↗
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Start with what was published. Compare the AI opinions. Then read the original.
Ratings reflect titles and article text excerpts, not full articles. Higher scores do not mean a better investment. Original publisher links are provided for every story.
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Editorial context, made visible. Here’s what Lyfter’s AI ratings mean—and what they can’t tell you.
We collect titles, publication dates, links, and excerpts from official Federal Reserve and European Central Bank RSS feeds. Source outages are shown on the news desk. The feed refreshes periodically; this is not a real-time market service.
Gemma 3 1B and Qwen 3.5 2B evaluate the same title and up to the first 3,500 characters extracted from the original article separately on our private server. The scorer fetches the source text; models cannot browse or independently verify its claims. The public cards show the publisher’s RSS summary, which can differ from the longer text used for scoring. Stories without enough source text are left unscored. A story may show one opinion while the second is pending.
Each model rates relevance, education, and visible evidence from 0 to 100. The displayed dimensions are the mean of available model ratings; the overall score is the rounded mean of those three dimensions. No completed rating means no displayed score.
Small language models can misunderstand context, inflate ratings, and disagree. A high score is not a fact check, an endorsement, a prediction, or a reason to trade. Read the original and consider what is missing.
| Dimension | Lower scores | Higher scores |
|---|---|---|
| Relevance | Unrelated or narrow administrative news | Broad significance for investment research or economic policy |
| Education | An announcement with little explanation | Detailed explanation of a financial or economic concept |
| Evidence | Assertions with few supporting details in the excerpt | Specific information and clear attribution visible in the excerpt |
Last updated November 12, 2026.
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Original publisher links take you to third-party websites with their own privacy policies. AI editorial scores are generated from public publisher article excerpts on our private server. Your workspace and quiz answers are not sent to the models.