#llmverification — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #llmverification, aggregated by home.social.
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📚🧠 Your AI just generated 12 citations. But 3 of them? Completely fake.
We built a 5-layer citation validator using SHAP, XGBoost & real-time monitoring — and slashed validation time from 42 minutes to 6.Want trustworthy AI? Let the architecture do the QA.
👇 Read the full breakdown:
🔗 https://medium.com/@rogt.x1997/shap-xgboost-and-the-end-of-fake-references-inside-a-5-layer-predictive-citation-system-54149236c5b6#AIresearch #CitationTrust #GenAI #SHAP #LLMverification #DataScience
https://medium.com/@rogt.x1997/shap-xgboost-and-the-end-of-fake-references-inside-a-5-layer-predictive-citation-system-54149236c5b6