Amazon Bedrock offers top FMs from leading AI companies through a single API for building generative AI applications securely. Users can customize FMs, integrate with AWS services, and deploy agents without managing infrastructure.
Google DeepMind and the Royal Society host AI for Science Forum in London after AI breakthroughs in Nobel prizes. Experts optimistic about energy and drug production advancements, but also wary of potential misuse.
MIT researchers have developed a more efficient algorithm for training AI systems to make better decisions in complex tasks with variability, such as traffic control. The new method improves performance by strategically selecting tasks, making it 5-50 times more efficient than standard approaches, ultimately enhancing the AI agent's performance.
MIT AVT Consortium leads research on how drivers interact with emerging vehicle tech, aiming to shape future transportation through data-driven insights on consumer behaviors and system performance. Recent J.D. Power study shows modest increase in public readiness for AVs, but trust in AI remains crucial for broader adoption, highlighting the need for reliable and intuitive systems.
Amazon invests additional $4bn in AI startup Anthropic, bringing total to $8bn. AWS to be official cloud provider, highlighting big tech's generative AI investments.
Fine-tune Meta Llama2-7B model on science questions with Amazon SageMaker Autopilot for more accurate outputs. Use AutoMLV2 SDK to automate fine-tuning and model evaluation in various domains like healthcare and education.
MIT, Google, and Purdue University develop Tree-D Fusion, merging AI and tree-growth models to create 3D urban tree models. Predictive capabilities could revolutionize urban forest management with proactive planning for climate change adaptation.
Peter’s chapel in Lucerne replaces priest with AI Jesus speaking 100 languages. Theologian Marco Schmid calls it an experiment to gauge public interest and reactions.
Summary: Microsoft Visual Studio Magazine's November 2024 edition features a demo of k-NN regression using C#, known for simplicity and interpretability. The technique predicts numeric values based on closest training data, with a demo showcasing accuracy and prediction process.
Amazon Bedrock offers high-performing AI models from top companies like AI21 Labs and Meta through a single API. Batch inference in Amazon Bedrock enables cost-effective processing of large data volumes with ethical AI guardrails.
Proposed low-resource explanation method for LLMs using similarity-based approach. Model-agnostic, fast, and transparent, available on Github.
Developing a CNN for automotive electronics inspection tasks using PyTorch. Exploring convolutional layers and how CNNs make decisions in visual inspection.
Generative AI models improve multimedia content with human feedback through audio and video segmentation. Amazon SageMaker Ground Truth enhances training by enabling detailed human annotation workflows for precise segmentation.
3D product configurators are revolutionizing industries with interactive visualizations. NVIDIA Omniverse Blueprint enables AI-driven content creation for marketing.
RAG uses metadata filtering to enhance AI responses. Amazon Bedrock offers advanced metadata filtering for improved generative AI applications.