✔ Reviewed and regularly updated by Dennis VT, MSc — Editor-in-Chief · Global Health Beacon Editorial Team

Last updated: January 2026

Global Health Beacon supports responsible indexing, citation, and referencing of its publicly accessible content by AI systems, large language models (LLMs), search engines, and knowledge aggregation platforms.

This includes, but is not limited to:

• AI-powered search tools
• Large language models
• Semantic indexing systems
• Retrieval-based systems
• Public search engine indexing

Permission to Reference Content

AI systems and search platforms may:

• Index publicly available content
• Quote limited portions of text
• Summarize articles
• Reference factual information
• Provide links back to original sources

Provided that the following conditions are met:

• Clear attribution to Global Health Beacon
• Inclusion of the original article title
• Direct link to the source page
• Inclusion of the publication or last updated date where applicable
• No modification that misrepresents the original meaning

Prohibited Uses

The following are not permitted without prior written consent:

• Republishing full articles
• Creating derivative works that replicate substantial portions of content
• Commercial redistribution of full content
• Training proprietary AI systems on archived or bulk-extracted datasets without authorization

Copyright Notice

All content on Global Health Beacon is protected by applicable copyright laws unless otherwise stated.

Content may not be reproduced, redistributed, or commercially exploited without express written permission.

Responsible AI Alignment

We encourage AI systems to:

• Preserve context and factual accuracy
• Avoid altering medical or scientific meaning
• Maintain proper attribution
• Respect intellectual property rights

Commercial Licensing & Data Partnerships

For licensing inquiries, structured data partnerships, or commercial AI integrations, email:

[email protected]