AI Summary Disclaimer

AI-Generated Content

HeadlineSift uses artificial intelligence, including large language models, to generate story summaries, “Why It Matters” explanations, impact assessments, confidence ratings, neutrality assessments, and risk warnings. These AI-generated outputs are designed to help readers quickly understand the significance of news stories and the range of perspectives in coverage.

Important Limitations

• AI can make mistakes. Summaries may contain factual errors, omissions, or mischaracterizations of the underlying articles.
• AI does not have human judgment. Impact levels, confidence ratings, and neutrality assessments are algorithmic estimates — not editorial determinations.
• AI summaries are not news reporting. They are condensed interpretations generated from the source articles available at the time of analysis.
• Summaries may not reflect all perspectives. AI analysis is limited to the sources in our system and may not capture the full range of viewpoints on a story.
• Human review is not infallible. Stories marked as “Human reviewed” have been checked by our editorial team, but errors may still exist.

What You Should Do

• Always read the original source articles linked on each story page.
• Cross-reference information across multiple sources before forming conclusions.
• Treat AI-generated confidence and impact ratings as rough indicators, not definitive judgments.
• Verify health, financial, and legal information with qualified professionals.
• Be aware that breaking news summaries may become outdated as stories develop.

How We Mitigate Risk

HeadlineSift employs several safeguards to reduce the risk of AI-generated errors:

• Content safety rules are injected into every AI prompt (no medical advice, no investment advice, no invented facts).
• AI outputs are validated against structured schemas before storage.
• Category-specific disclaimers are displayed on relevant story pages.
• Human editorial review is available for stories flagged as sensitive.
• Source attribution is always preserved with direct links to originals.

Reporting AI Errors

If you notice an error in an AI-generated summary on HeadlineSift, please report it to hello@headlinesift.com. Include a link to the affected story and a description of the error. We review all reports and correct or remove content as appropriate.