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Ground truth generation and review best practices for evaluating generative AI question-answering with FMEval

AWS Machine Learning - AI

Generative AI question-answering applications are pushing the boundaries of enterprise productivity. These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques.

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How generative AI impacts your digital transformation priorities

CIO

The impact of generative AIs, including ChatGPT and other large language models (LLMs), will be a significant transformation driver heading into 2024. Below are several generative AI drivers for CIOs to consider when evolving their digital transformation priorities.

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Kristen Quick Explains the Impact of Salesforce Life Sciences Cloud

Perficient

Kristen Quick, Director at Perficient, shared her insights on the transformative potential of Salesforce Life Sciences Cloud for pharmaceutical and med tech organizations, highlighting its ability to drive innovation and improve outcomes. Future Advancements and Innovations The power of Life Sciences Cloud is just beginning.

Cloud 52
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Unlocking generative AI for enterprises: How SnapLogic powers their low-code Agent Creator using Amazon Bedrock

AWS Machine Learning - AI

The landscape of enterprise application development is undergoing a seismic shift with the advent of generative AI. This innovative platform empowers employees, regardless of their coding skills, to create generative AI processes and applications through a low-code visual designer. Not anymore!

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CIOs weigh the new economics and risks of cloud lock-in

CIO

Caveat emptor in the cloud Bob McGowan, CIO of Regeneron Pharmaceuticals, acknowledges the risk of cloud concentration is valid but he is more concerned about the readiness of SaaS partners. “If As for the AI question, this CIO’s approach mirrors that of many CIOs today. “We

Cloud 197
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Weighing risk and reward with gen AI vendor selection

CIO

Other respondents said they aren’t using any generative AI models, are building their own, or are using an open-source alternative. Synthetic media, which includes AI-generated text, images, audio, and video, grew by 222% compared to the previous year. And the AI writing assistant category grew by 177%.

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Ground truth curation and metric interpretation best practices for evaluating generative AI question answering using FMEval

AWS Machine Learning - AI

This post focuses on evaluating and interpreting metrics using FMEval for question answering in a generative AI application. Evaluation for question answering in a generative AI application A generative AI pipeline can have many subcomponents, such as a RAG pipeline.