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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. Robots.txt remains a basic signal for polite crawlers, but it can no longer describe the main problem: the same public content can serve classic search, AI answers

    The traditional robots.txt file, designed in 1994, is no longer sufficient for managing web content access in the age of AI. Modern AI crawlers have diverse purposes, including training foundation models, providing grounded answers, and fulfilling user requests, which the simple allow/disallow directives of robots.txt cannot differentiate. Website operators now need more sophisticated methods to verify bot identities, define access purposes, and enforce rules beyond the basic protocol to protect valuable content. AI

    Robots.txt remains a basic signal for polite crawlers, but it can no longer describe the main problem: the same public content can serve classic search, AI answers

    IMPACT AI crawlers' varied needs expose the inadequacy of old web protocols, necessitating new methods for content access control and data protection.