Air Canada Lost a Lawsuit Because Their RAG Hallucinated. Yours Might Be Next

Cleanlab’s latest benchmarks reveal that most popular RAG hallucination detection tools barely outperform random guessing, leaving production AI systems vulnerable to confident, legally risky errors—while TLM stands out as the only method that consiste…


This content originally appeared on HackerNoon and was authored by Paolo Perrone

Cleanlab’s latest benchmarks reveal that most popular RAG hallucination detection tools barely outperform random guessing, leaving production AI systems vulnerable to confident, legally risky errors—while TLM stands out as the only method that consistently catches real-world failures.


This content originally appeared on HackerNoon and was authored by Paolo Perrone


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Paolo Perrone | Sciencx (2025-11-24T15:23:53+00:00) Air Canada Lost a Lawsuit Because Their RAG Hallucinated. Yours Might Be Next. Retrieved from https://www.scien.cx/2025/11/24/air-canada-lost-a-lawsuit-because-their-rag-hallucinated-yours-might-be-next/

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" » Air Canada Lost a Lawsuit Because Their RAG Hallucinated. Yours Might Be Next." Paolo Perrone | Sciencx - Monday November 24, 2025, https://www.scien.cx/2025/11/24/air-canada-lost-a-lawsuit-because-their-rag-hallucinated-yours-might-be-next/
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Paolo Perrone | Sciencx Monday November 24, 2025 » Air Canada Lost a Lawsuit Because Their RAG Hallucinated. Yours Might Be Next., viewed ,<https://www.scien.cx/2025/11/24/air-canada-lost-a-lawsuit-because-their-rag-hallucinated-yours-might-be-next/>
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Paolo Perrone | Sciencx - » Air Canada Lost a Lawsuit Because Their RAG Hallucinated. Yours Might Be Next. [Internet]. [Accessed ]. Available from: https://www.scien.cx/2025/11/24/air-canada-lost-a-lawsuit-because-their-rag-hallucinated-yours-might-be-next/
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" » Air Canada Lost a Lawsuit Because Their RAG Hallucinated. Yours Might Be Next." Paolo Perrone | Sciencx - Accessed . https://www.scien.cx/2025/11/24/air-canada-lost-a-lawsuit-because-their-rag-hallucinated-yours-might-be-next/
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" » Air Canada Lost a Lawsuit Because Their RAG Hallucinated. Yours Might Be Next." Paolo Perrone | Sciencx [Online]. Available: https://www.scien.cx/2025/11/24/air-canada-lost-a-lawsuit-because-their-rag-hallucinated-yours-might-be-next/. [Accessed: ]
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» Air Canada Lost a Lawsuit Because Their RAG Hallucinated. Yours Might Be Next | Paolo Perrone | Sciencx | https://www.scien.cx/2025/11/24/air-canada-lost-a-lawsuit-because-their-rag-hallucinated-yours-might-be-next/ |

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