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Let’s consider the operations manager of a thriving online business specializing in handmade crafts. This operations manager understood the importance of catering to their loyal customer base, some of whom resided in different time zones. In their quest to provide exceptional service, they faced a challenge—how to ensure that customers could place orders as soon …
What is the optimal framework and configuration for hosting large language models (LLMs) for text-generating generative AI applications? Despite the abundance of options for serving LLMs, this is a hard question to answer due to the size of the models, varying model architectures, performance requirements of applications, and more. The Amazon SageMaker Large Model Inference …
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Intro Can you actually put generative AI to use at work? Or is it just good for half-baked demos that we play with for the sake of amusement? In banking, retail, and entertainment, just to name a few industries, AI can give you a different angle on your operational data or increase productivity by offloading …
Scientists have developed new tools, based on AI language models, that can characterize subtle signatures in the speech of patients diagnosed with schizophrenia.
Generative AI has taken the business world by storm. Organizations around the world are trying to understand the best way to harness these exciting new developments in AI while balancing the inherent risks of using these models in an enterprise context at scale. Whether its concerns over hallucination, traceability, training data, IP rights, skills, or …
Read more “IBM watsonx Assistant: Driving generative AI innovation with Conversational Search”
Launched in 2021, Amazon SageMaker Canvas is a visual, point-and-click service that allows business analysts and citizen data scientists to use ready-to-use machine learning (ML) models and build custom ML models to generate accurate predictions without the need to write any code. Ready-to-use models enable you to derive immediate insights from text, image, and document …
Read more “New – No-code generative AI capabilities now available in Amazon SageMaker Canvas”
Posted by Sagar M. Waghmare, Senior Software Engineer, and Kimberly Wilber, Software Engineer, Google Research, Perception Team As most people navigate their everyday world, they process visual input from the environment using an eye-level perspective. Unlike robots and self-driving cars, people don’t have any “out-of-body” sensors to help guide them. Instead, a person’s sensory input …
Overwhelmed and frustrated by the current news landscape? You are not alone I’ve interviewed more than 100 people in the last 5 months. Basically everyone told me that they feel overwhelmed by the amount of information and news overload out there. A lot of them told me they were just tuning everything out. Social media refugees. …
Machine learning models have been trained to predict semantic information about user interfaces (UIs) to make apps more accessible, easier to test, and to automate. Currently, most models rely on datasets that are collected and labeled by human crowd-workers, a process that is costly and surprisingly error-prone for certain tasks. For example, it is possible …
Artificial intelligence (AI) can help usher in a new era of human resource management, where data analytics, machine learning and automation can work together to save people time and support higher-quality outcomes. As AI technology moves beyond automation to augmentation, companies may be looking at how AI tools can make the work of human resources …
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