RAG enhances large language models with external data for better context. Fine-tuning embedding models in specific domains boosts RAG accuracy.
Japan's AIST upgrades ABCI 3.0 supercomputer with NVIDIA GPUs and HPE networking for advanced AI R&D, bolstering Japan's AI capabilities and technological independence. NVIDIA collaborates with Japan's METI on AI research and education, with CEO Jensen Huang pledging support for generative AI, robotics, and quantum computing to drive Japan's future innovation.
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.
Explore GloVe word embeddings with EDA techniques like clustering and PCA. Uncover surprising biases and insights in the dataset.
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.
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.
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.
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.
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.
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.
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.
Learn about Metadynamics and PLUMED in computational chemistry. Explore advanced sampling methods to study rare events and slow processes in molecular systems.
Amazon SageMaker introduces inference optimization toolkit for faster, cost-effective generative AI model optimization. Achieve up to 2x higher throughput and 50% cost reduction with techniques like speculative decoding and quantization.
Spatial reasoning capabilities in Large Language Models are lacking compared to humans, but AI providers are working on improving them through specialized training. Testing shows LLMs struggle with tasks like mental box folding, highlighting the current state of the art in spatial reasoning.