RAG enhances large language models with external data for better context. Fine-tuning embedding models in specific domains boosts RAG accuracy.
AI-powered ultrasound technology in Uganda eliminates need for specialists, encourages early prenatal care, reducing stillbirths and complications. The software aims to make essential medical checkups accessible to pregnant women in need, revolutionizing prenatal care.
Amazon SageMaker Studio offers IDEs for ML development, including JupyterLab and RStudio, with AI-powered coding assistance. Geospatial data handling in SageMaker Studio is enhanced by extending SageMaker Distribution with custom container images for specialized workflows.
MIT researchers introduce new approach to improve uncertainty estimates in machine-learning models, providing more accurate and efficient results. The scalable technique, IF-COMP, helps users determine when to trust model predictions, especially in high-stakes scenarios like healthcare.
Amazon Bedrock offers customizable large language models from top AI companies, allowing enterprises to tailor responses to unique data. AWS Step Functions streamline model customization workflows, reducing development timelines for optimal results.
MIT CSAIL researchers found that large language models like GPT-4 struggle with unfamiliar tasks, revealing limited generalization abilities. The study highlights the importance of enhancing AI models' adaptability for broader applications.
Russian disinformation about Ukrainian president's wife buying Bugatti with aid money went viral. Fake news spread on X and Google, originating from unknown French site.
Learn about Metadynamics and PLUMED in computational chemistry. Explore advanced sampling methods to study rare events and slow processes in molecular systems.
AI technologies are fueling a surge in deepfake pornography, a form of image-based sexual abuse. The government must take action to address the rising cases and protect victims from this disturbing trend.
Microsoft withdraws observer seat on OpenAI board, blocking Apple from similar role amid AI startup scrutiny. Largest backer of ChatGPT developer takes immediate action, as reported by Financial Times.
The "MEDUSA: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads" paper introduces speculative decoding to speed up Large Language Models, achieving a 2x-3x speedup on existing hardware. By appending multiple decoding heads to the model, Medusa can predict multiple tokens in one forward pass, improving efficiency and customer experience for LLMs.
AMD to acquire Finnish AI startup Silo AI for $665 million, aiming to boost AI services and compete with Nvidia. Silo's team will develop large language models, enhancing chatbots like OpenAI's ChatGPT and Google's Gemini.
Anthropic Claude on Amazon Bedrock allows fine-tuning for task-specific performance, offering advantages for enterprises seeking customized AI solutions. Fine-tuning Anthropic Claude 3 Haiku in Amazon Bedrock provides improved performance with reduced costs and latency, enabling businesses to meet specific goals efficiently.
Amazon Bedrock's Knowledge Bases offer new features like advanced parsing to improve accuracy in RAG workflows. Parsing complex documents with FMs leads to better understanding and extraction of information, enhancing adaptability and entity extraction.
MusGConv introduces a perception-inspired graph convolution block for processing music score data, improving efficiency and performance in music understanding tasks. Traditional MIR approaches are enhanced by MusGConv, which models musical scores as graphs to capture complex, multi-dimensional music relationships.