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5 ways to deploy your own large language model

CIO

A large language model (LLM) is a type of gen AI that focuses on text and code instead of images or audio, although some have begun to integrate different modalities. Vector databases and RAG For most companies looking to customize their LLMs, retrieval augmented generation (RAG) is the way to go.

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Article: Software Testing, Artificial Intelligence and Machine Learning Trends in 2023

InfoQ Culture Methods

Technology has taken significant leaps within the last few years, introducing advancements that have taken us further into the digital age — impacting the software testing industry and we're seeing advances in machine learning, artificial intelligence, and the neural networks making them possible. By Adam Sandman

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Swiss energy services company uses machine learning to see the future

CIO

If IWB hoped to fulfill its mission of helping to usher in a fully renewable future, an intelligent solution had to be developed to accurately predict solar power production. Throughout the development process, IWB’s IT team worked closely with the multi-national, enterprise resource planning (ERP) software leader.

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Building a vision for real-time artificial intelligence

CIO

Data is a key component when it comes to making accurate and timely recommendations and decisions in real time, particularly when organizations try to implement real-time artificial intelligence. The underpinning architecture needs to include event-streaming technology, high-performing databases, and machine learning feature stores.

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King County enlists AI to reduce drug overdose deaths

CIO

This cumbersome process to gather and report fatal drug overdoses consumed large blocks of time as fentanyl- and other drug-related deaths have skyrocketed in the Seattle area in recent years. In 2023, King County reported about 1,300 fatal drug overdoses. Artificial Intelligence, CIO 100, Digital Transformation, Government IT

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How AI is reshaping Saudi Aramco’s oil exploration and underwater operations strategy

CIO

Saudi Aramco is spearheading the innovations by embracing cutting-edge technologies like artificial intelligence, both within its core operations and beyond, which places the company ahead of the curve. USD billion in 2023, representing a 15% annual increase despite global challenges.

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The AI continuum

CIO

Generative AI and large language models (LLMs) like ChatGPT are only one aspect of AI. Downsides: Not generative; model behavior can be a black box; results can be challenging to explain. Financially, it was impractical to deploy the model on GPU-based cloud infrastructure. AI encompasses many things.