Monday, March 16, 2026

Asked for 2010. Got 1950

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AI Hallucination

When generative AI pulls the wrong index from its database, it doesn't know it's wrong.

It just generates — confidently, incorrectly.
That is hallucination.

Cost Saving

Your model is already trained.

Don't retrain it. Just replace the matching function.

KlastroKnowledge swaps cosine similarity with Mahalanobis distance — plug it in, and hallucination drops significantly.

Licensing

AGPL v3 — free for research and non-commercial use.

Commercial use requires a separate agreement.

For the commercial licensing, please contact: contact@klastrovanie.com