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    AI Transparency Notice

    Effective date: July 18, 2026

    This Notice describes AI-assisted answers that may appear in the 4Search network. The feature is currently enabled. The configured provider is OpenAI.

    1. Automated generation

    Content labeled "AI Overview" is generated by an automated model. Unless expressly stated otherwise, it has not been reviewed, approved, or verified by a human before display. The label and accompanying disclaimer are intended to make its automated origin clear.

    2. Information transmitted

    AI-assisted answers are optional and disabled for a visitor unless the visitor enables that category through Privacy Choices. When enabled, the Service may transmit the search query, the current date, and a limited selection of search-result titles, sources, dates, hostnames, or snippets to the configured provider. Do not enable the feature or submit information you do not want transmitted to that provider.

    The application sends AI requests by POST and does not place the query in the AI endpoint URL. Application caching is disabled by default. If an operator enables caching, the application stores the normalized query text and generated response. The configured cache period controls reuse and does not automatically delete AI cache history.

    If the request classifier identifies a browser as automated, the AI feature remains unavailable until the visitor completes the server-timed human press-and-hold check. That check grants only a bounded interactive-search allowance and does not authorize automated collection.

    3. Provider processing

    The configured provider processes the request to generate an answer. Provider locations, subprocessors, security practices, retention, and legally permitted uses are governed by the applicable service configuration, contract, and provider terms. 4Internet does not authorize use beyond providing and securing the contracted service, but users should review applicable provider disclosures before enabling AI-assisted answers.

    4. Material limitations

    AI-generated content can be inaccurate, incomplete, biased, outdated, internally inconsistent, or fabricated. Citations or attributed statements may be incorrect. Output does not necessarily represent the views of 4Internet or any identified source.

    AI content is not medical, legal, financial, tax, investment, safety, emergency, or other professional advice. Independently verify material information using authoritative sources and qualified professionals. Do not use an AI overview as the sole basis for a decision affecting health, safety, liberty, legal rights, employment, housing, credit, insurance, education, or another significant interest.

    5. No consequential automated decisions

    4Internet does not use AI overviews to make decisions producing legal or similarly significant effects concerning a user. Search classifications and rankings are informational tools and are not eligibility determinations.

    6. Reporting a problem

    Report materially inaccurate, unsafe, infringing, or misleading AI content through Contact Us. Include the query, the date, and a description or screenshot, but do not submit unnecessary sensitive information.

    7. Your control

    Withdrawal prevents future AI transmissions from that browser after the choice takes effect. The first-party search service remains available without AI-assisted answers.

    Why 4Humanities?

    4Humanities is designed for the needs of humanities practitioners: researchers, teachers, archivists, and cultural workers. By combining multiple indexes, curated subject expertise, and AI tuned for humanities tasks, the platform surfaces relevant primary sources, editions, and scholarship while preserving context and provenance. It supports workflows like syllabus building, manuscript transcription, and archival discovery, and it foregrounds transparency, ethics, and source evaluation.


    **Content is provided on an “as is” basis. 4Internet, LLC makes no commitments regarding the content. What you see here may not be accurate and should not be relied upon. The content does not necessarily represent the views and opinions of 4Internet, LLC. You use this service and everything you see here at your own risk.

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