hallucinations
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AWS wants to drastically cut down AI hallucinations – here’s how it plans to do it
AWS’ new Automated Reasoning checks promise to prevent models from producing factual errors and hallucinating, though experts have told ITPro that it won’t be an all-encompassing preventative measure for the issue. Announced as part of AWS re:Invent 2024, the hyperscaler unveiled the tool as a safeguard in ‘Amazon Bedrock Guardrails’ that will mathematically validate the accuracy of responses generated by…
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DataStax CTO Discusses RAG’s Role in Reducing AI Hallucinations
Retrieval Augmented Generation (RAG) has become essential for IT leaders and enterprises looking to implement generative AI. By using a large language model (LLM) and RAG, enterprises can ground an LLM in enterprise data, improving the accuracy of outputs. But how does RAG work? What are the use cases for RAG? And are there any real alternatives? TechRepublic sat down…
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Microsoft claims new ‘Correction’ tool can fix genAI hallucinations – Computerworld
Microsoft first introduced its “groundedness” detection feature in March. To use it, a genAI application must connect to grounding documents, which are used in document summarization and RAG-based Q&A scenarios, Microsoft said. Since then, it said, customers have been asking what they can do once erroneous information is detected, besides blocking it. “This highlights a significant challenge in the rapidly…
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AI hallucinations, accuracy still top concerns for UK tech leaders as adoption continues
Business leaders are wary of generative AI, according to new research from KPMG, with many citing major concerns about its impact on business performance. Six-in-ten tech leaders told KPMG that the accuracy of results and the potential for hallucinations are their biggest concern when adopting generative AI tools. Boards are also worried about errors in the underlying data and information…
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