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.
RAG enhances large language models with external data for better context. Fine-tuning embedding models in specific domains boosts RAG accuracy.
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.
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.
TDS celebrates milestone with engaging articles on cutting-edge computer vision and object detection techniques. Highlights include object counting in videos, AI player tracking in ice hockey, and a crash course on autonomous driving planning.
Satellite density in Earth's orbit is rising, with 2,877 satellites launched in 2023, leading to new global-scale technologies. MIT ARCLab Prize for AI Innovation in Space winners announced, focusing on characterizing satellites' behavior patterns with AI.
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.
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.
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.
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.
Learn about Metadynamics and PLUMED in computational chemistry. Explore advanced sampling methods to study rare events and slow processes in molecular systems.
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.
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.