Machine-learning models can improve fairness by introducing randomization, preventing systemic injustices in resource allocation. Researchers from MIT and Northeastern University present a framework for introducing randomization without sacrificing efficiency or accuracy.
Large Language Models (LLMs) are too big for consumer hardware, requiring GPUs with large VRAM. Quantization is a key technique to make LLMs smaller, improving efficiency and reducing memory usage.
NVIDIA AI Foundry helps businesses create custom AI models tailored to their industry needs, with support from leading companies like Amdocs and Capital One. The service includes foundation models, accelerated computing, expert support, and a partner ecosystem to drive AI innovation.
Elon Musk launches "world's most powerful AI training cluster" in Memphis with xAI, X, and Nvidia collaboration. Skeptics question Musk's claims amidst past issues with xAI's Grok chatbot.
Team NVIDIA emerged victorious at the Amazon KDD Cup 2024, showcasing their expertise in generative AI across multiple challenging categories, including text generation and name entity recognition. Their innovative approach, using the Qwen2-72B LLM and QLoRA technique, outperformed competitors by fine-tuning models on eight NVIDIA A100 Tensor Core GPUs, demonstrating their ability to handle rea...
Learn how to render splats onto a 2D image using a fast CUDA rendering engine. Use Gaussian splat strength and saturation threshold to achieve realistic pixel coloring.
Police had to improvise laws to charge a man spreading deepfake images of women. New legislation introduced to criminalize sharing AI-generated explicit images without consent.
Amazon Bedrock offers a managed service with leading AI models for generative AI applications, enhancing document processing workflows with automation and reliability. By using Anthropic Claude 3 Sonnet on Amazon Bedrock, organizations can achieve efficient data extraction from scanned documents, driving business transformation and competitiveness.
Recent papers explore out-of-distribution generalization on graph data, addressing the challenge through invariance and causal intervention. Graph machine learning's importance lies in its diverse applications and representation of complex systems.
AI text summarization is effective for condensing emails and research papers. Two approaches are using AI services or in-house programming for flexibility.
OpenAI launches GPT-4o mini to replace GPT-3.5 Turbo in ChatGPT, offering multimodal capabilities and lower costs. The AI language model supports images, text, and audio interpretation, with a cost of 15 cents per million input tokens.
MIT graduate students Sheriff and Cao are using machine learning to decode short-range order in metallic alloys, crucial for developing high-entropy materials with superior properties. Their work offers a new approach to tailor material properties in industries like aerospace and biomedicine.
Amazon Bedrock offers FMs from top AI companies through a single API, enhanced by RAG for accurate responses. New metadata filtering feature improves retrieval process accuracy in Amazon Bedrock, supporting various vector store providers.
Meta (Facebook owner) cancels EU AI model release due to 'unpredictable' regulations. Llama model to be released in multimodal form for text, video, images, and audio.
Mend.io leverages Anthropic Claude on Amazon Bedrock to automate CVE analysis, reducing 200 days of manual work and providing higher quality verdicts. This showcases the transformative potential of AI in cybersecurity and highlights challenges and best practices for integrating large language models into real-world applications.