Editorial policy and AI disclosure
Evolve with AI publishes AI-assisted summaries and practical analysis of technology developments. It uses automated collection and publishing checks. These checks validate content structure and consistency; they do not establish that every claim is true or that a person reviewed every article.
Responsibility and attribution
Amitesh Anand maintains Evolve with AI. Publisher responsibility is separate from article authorship. A source organization is not the author of our summary. We show an individual byline only when it has been recorded for that article.
What the evidence labels mean
- Primary source linked: the record links to an official announcement, regulator, research, or standards source. A link alone does not independently verify the claim.
- Reporting source linked: the record links to reporting rather than an identified primary source.
- Original source URL unavailable: the historical record does not retain a direct source link.
Earlier records contain numerical confidence scores without a published calibration method. We retain those records but no longer display the percentages as measures of reliability. Linked-source counts count the unique URLs available to the reader.
Dates, evidence, and analysis
A briefing date identifies the edition. Source dates identify the source material. First-publication and update timestamps are shown only when recorded; we do not backfill them from an edition date or the time a page was rebuilt.
“What happened” summarizes recorded developments. “Why it matters,” practical implications, and future impact are analysis. Predictions are not confirmed outcomes. Historical articles may have only an article-level source; we state when claim-level citations are unavailable.
New publications and corrections
New story records must include a publication timestamp, a direct source URL, an image description, and reference mappings for reported claims and key facts. Authors and reviewers must check that each cited source actually supports the claim; automated validation checks the mappings, not the truth of the sources.
Corrections should identify the changed claim, explain the change, and record when it was made. Send a correction request. We do not promise a response time.
Use the briefing as a starting point
Read the original material before making decisions. Healthcare coverage is reporting, not individualized medical advice. Use our guide to evaluating an AI announcement.