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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. As promising as these LLMs are, certain principles must be upheld before they can be fully integrated into regulated industries.

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AI, Cybersecurity and the Rise of Large Language Models

Palo Alto Networks

Artificial intelligence (AI) plays a crucial role in both defending against and perpetrating cyberattacks, influencing the effectiveness of security measures and the evolving nature of threats in the digital landscape. A large language model (LLM) is a state-of-the-art AI system, capable of understanding and generating human-like text.

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Meta’s Meditron LLM suite to fill gap in low-resource healthcare

InfoWorld

In a breakthrough for the healthcare industry, researchers have unveiled Meditron, a suite of open-source large language models (LLMs), specifically designed to assist medical professionals. To read this article in full, please click here

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3 things to consider when building responsible GenAI systems

CIO

Its core capability—using large language models (LLMs) to create content, whether it’s code or conversations—can introduce a whole new layer of engagement for organizations. Is there a risk of enterprise data being exposed via an LLM ? That’s why experts estimate the technology could add the equivalent of $2.6

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Beyond OpenAI in Commercial LLM Landscape

John Snow Labs

Exploring the Innovators and Challengers in the Commercial LLM Landscape beyond OpenAI: Anthropic, Cohere, Mosaic ML, Cerebras, Aleph Alpha, AI21 Labs and John Snow Labs. While OpenAI is well-known, these companies bring fresh ideas and tools to the LLM world. billion in funding, offers Dolly, an open-source model operating locally.

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How Prompt-Based Development Revolutionizes Machine Learning Workflows

Mentormate

In a previous blog post, we introduced a five-phase framework to plan out Artificial Intelligence (AI) and Machine Learning (ML) initiatives. We looked at an exemplary healthcare project with a potential problem of high readmission rates. How does this help us in practice?

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Evaluation of generative AI techniques for clinical report summarization

AWS Machine Learning - AI

In part 1 of this blog series, we discussed how a large language model (LLM) available on Amazon SageMaker JumpStart can be fine-tuned for the task of radiology report impression generation. When summarizing healthcare texts, pre-trained LLMs do not always achieve optimal performance.