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Live chat and HIPAA compliance: Challenges and Solutions.
This article discusses the challenges healthcare organizations face in maintaining HIPAA compliance when using live chat as a communication channel. It emphasizes the need for secure platforms, staff training on HIPAA regulations, and the implementation of policies and procedures. The article also provides best practices for securing PHI in live chat sessions and addresses the…
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DELPHI: Data for Evaluating LLMs’ Performance in Handling Controversial Issues
Large language models (LLMs) are being used more frequently as conversational systems, leading to increased reliance on them for answers. To understand how these models respond to questions about ongoing debates, we need datasets with human-annotated labels reflecting contemporary discussions. To address this, we propose a new way of creating a dataset for controversial questions.
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Researchers from Stanford Propose ‘EquivAct’: A Breakthrough in Robot Learning for Generalizing Tasks Across Different Scales and Orientations
Stanford University researchers have introduced EquivAct, a visuomotor policy learning approach that enables robots to generalize tasks across different scales and orientations. The proposed method incorporates equivariance into the visual object representation and policy architecture to ensure robustness across variations in object placements, orientations, and sizes. By using SIM(3)-equivariant network architectures, the learnt policy can…
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Revolutionizing Machine Learning: Harnessing 3D Processing in Photonic Accelerators for Advanced Parallelism and Edge Computing Compatibility
Researchers from the Universities of Oxford, Münster, Heidelberg, and Exeter have developed innovative photonic-electronic hardware capable of handling three-dimensional (3D) data. This breakthrough significantly enhances the parallelism of data processing for artificial intelligence (AI) tasks. By using radio-frequency modulation, wavelength multiplexing, and non-volatile memories, the team achieved a high level of parallelism, surpassing previous accomplishments.…
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Deploy ML models built in Amazon SageMaker Canvas to Amazon SageMaker real-time endpoints
Amazon SageMaker Canvas now supports deploying ML models to real-time inferencing endpoints, eliminating the need for manual export, configuration, testing, and deployment. This feature enables users to easily consume model predictions and drive actions outside of the SageMaker Canvas workspace. The process of deploying a model in SageMaker Canvas to a real-time endpoint is explained…
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Develop generative AI applications to improve teaching and learning experiences
Teachers and students can use a generative AI solution to create course materials and learn English words and sentences. The solution provides real-time assessments and personalized feedback for students. Teachers can generate questions and answers, create images, save assignments to a database, and browse existing assignments. Students can select assignments, answer questions, check grading scores,…
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Generating opportunities with generative AI
CQuotient, a software startup founded by Rama Ramakrishnan, offers personalized recommendations for retailers by diligently noting down customer interactions. The software has been adopted by Salesforce. Ramakrishnan, now a professor at MIT Sloan, teaches students how to apply AI technologies pragmatically. He also guides senior executives in using pre-trained AI models and understanding different categories…
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AI gains momentum in core manufacturing services functions
The potential for AI systems to revolutionize manufacturing is discussed by Ritu Jyoti, global AI research lead at IDC. Windmill manufacturers have employed AI to improve their processes, using digital twins and machine learning to simulate and implement enhancements. The manufacturing sector is urged to embrace AI to enhance efficiency, safety, and sustainability. However, a…
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Stability AI previews enhanced generative image and 3D tools
Stability AI has unveiled new additions to its text-to-image products, including Sky Replacer, Stable 3D, and Stable FineTuning. Sky Replacer allows users to replace the sky in a photograph with preset templates, while Stable 3D generates concept-quality textured 3D objects based on text or images. Stable FineTuning enables customization of pictures, objects, and styles. The…
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Meet GlotLID: An Open-Source Language Identification (LID) Model that Supports 1665 Languages
GlotLID-M is a Language Identification (LID) model that supports 1665 languages, including low-resource languages. It addresses challenges such as inaccurate corpus metadata, leakage from high-resource languages, difficulty distinguishing closely related languages, macrolanguage vs. varieties handling, and handling noisy data. GlotLID-M outperformed several baseline models in terms of accuracy and can be easily incorporated into datasets.