Methodology | How ExploreWorldAI calculates, and why the same input gives the same answer

ExploreWorldAI is a source-based B2B data system, not a text generator. Fixed weights, a closed vocabulary, a source per field, and language models confined to wording in the tail.

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ExploreWorldAI is operated by Valkiv Ventures AB (Reg. no. 556995-1311), Kungsgatan 8, 111 43 Stockholm, Sweden. EU-hosted, with data processing assessed against the GDPR. Contact: hello@exploreworldai.com.

Machine-readable summaries for AI agents: /llms.txt and /llms-full.txt.