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Deploy large language models for a healthtech use case on Amazon SageMaker

AWS Machine Learning - AI

In 2021, the pharmaceutical industry generated $550 billion in US revenue. Pharmaceutical companies sell a variety of different, often novel, drugs on the market, where sometimes unintended but serious adverse events can occur. The other data challenge for healthcare customers are HIPAA compliance requirements.

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4 ways CISOs can manage AI use in the enterprise

CIO

A primary fear is that employees, partners, and organizational stakeholders might share everything from private data to source code into public large language models (LLMs), expose proprietary information and intellectual property, or reveal vulnerabilities to exploit.

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3 principles for regulatory-grade large language model application

CIO

In recent years, we have witnessed a tidal wave of progress and excitement around large language models (LLMs) such as ChatGPT and GPT-4. Moreover, LLMs should strive for transparency in their methodologies, showcasing how they arrived at a given conclusion.

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Can developer productivity be measured? Better than you think

CIO

Given the rise of generative artificial intelligence , that could well be a massive underestimate. The developer productivity metrics that matter most The reason we believe this is that we are working with 20 tech, finance, and pharmaceutical companies that are doing it. million in the United States. So, it’s complicated.

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Industry clouds prove their business value

CIO

Perhaps most important, Idorsia taps into Veeva’s evolving knowledge base, which encompasses data from other customers such as major pharmaceuticals giants Merck, Bayer, and Kronos, the CIO says. Compliance is key for us, but industry knowledge is extremely important for a relatively small company.

Industry 276
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Biotech Boom: Executive Search Strategies in Life Sciences

N2Growth Blog

Additionally, the industry’s highly regulated nature means that executives must have a keen eye for compliance and a strong ability to navigate the ever-changing market dynamics. Technology, such as artificial intelligence (AI) driven messaging and machine learning algorithms, has revolutionized how executive search is conducted.

Biotech 175
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Generative AI in Healthcare

Existek

Generative AI examples in the medical industry Benefits of generative AI for healthcare How to adopt generative artificial intelligence in healthcare? With advancements driven by research breakthroughs, increased computing power, larger datasets, and innovative model architectures, it introduced sophisticated generative AI models.