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We've found GPT-4's hallucination rate around 15% on summarization tasks in production, which translated into roughly $28K in rework costs last quarter http://www.scribd.com/document/1013175958/When-Summaries-Lie-A-Case-study-of-Models-That-Summarize-Well-but-Fail-to-Admit-Ignorance-147755
Totally relate to what you’re saying here. At my last gig with a mid-sized retail company, we switched from a traditional on-prem CRM to a cloud-based solution, thinking it would be an easy win https://www.mediafire.com/file/1ygpokzmc2cwpga/pdf-31532-20577.pdf/file
In our experience deploying GPT-4 in production, we've seen hallucination rates closer to 12% on complex summarization tasks, which is higher than some reported benchmarks suggest gpt-5 hallucination rate prediction
From our experience deploying GPT-4.5 in production, we observed hallucination rates around 12%, which translated into roughly $30K in remediation costs quarterly due to inaccurate data extraction You can find out more
Great read! At our shop, we tried moving everything to a cloud-first approach back in 2021, thinking it would simplify scaling choosing a cloud consulting partner
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