DeepSeek's R1 model praised for performance & cost, sparking potential change in LLM landscape. Understanding LLM benchmarks key to cutting through hype & creating specific use case benchmarks.
Researchers at Los Alamos repurposed Meta’s Wav2Vec-2.0 AI model to analyze seismic signals from Hawaii’s Kīlauea volcano. The AI can track fault movements in real time, a crucial step towards understanding earthquake behavior.
Inefficient metric computation can increase training costs. TorchMetrics optimizes metric collection in PyTorch.
Article highlights random neighborhoods regression, an ensemble approach using multiple k-nearest neighbor systems with different subsets and k values to predict target values. The method's demo showcases model training and prediction accuracy, emphasizing the technique's versatility and potential in machine learning.
Tech companies must report energy and water use to prevent environmental harm from AI growth, says experts. NEPC calls for mandatory reporting and sustainability requirements for data centers.
Google corrects false gouda cheese statistic in Gemini AI ad after blogger’s scrutiny before Super Bowl. Ad showcases AI helping cheesemonger in Wisconsin, highlighting erroneous claim about global cheese consumption.
Sara Beery applies computer vision and machine learning to monitor salmon migration, critical for ecosystem health and cultural significance in the Pacific Northwest. Accurate salmon counting essential for managing fisheries amid threats from human activity, habitat loss, and climate change.
Diffusion Models explained with illustrations, focusing on how they learn and generate data. Example using glyffuser to generate Chinese glyphs from English definitions.
StabilityAI introduces the groundbreaking Stable Diffusion XL model, advancing text-to-image AI technology. Learn how to efficiently fine-tune and host the model on AWS Inf2 instances for superior performance.
New EPA administrator Lee Zeldin's pillars prioritize auto industry support, omitting climate crisis. Unusual focus on AI as key agency priority raises eyebrows.
Aetion transforms real-world data into evidence for healthcare decision-makers using natural language queries and Amazon Bedrock technology. Aetion's Evidence Platform allows users to build cohorts and analyze outcomes, optimizing clinical trials and safety studies for medications and treatments.
Channel 1 is a groundbreaking news channel where AI scripts, edits, and presents stories in 30+ languages. The Guardian explores if viewers can trust and engage with this human-less news source.
Businesses are using LLMs to enhance customer engagement, facing challenges in staying on topic. AnyCompany Pet Supplies leverages NeMo Guardrails for AI assistant, conversation flows, and data integration to improve customer experiences.
Financial institutions are leveraging AI for revenue growth and cost savings, with NVIDIA's report showing a significant increase in AI adoption and proficiency. Generative AI is driving ROI in trading, customer engagement, and more, as companies overcome barriers to successful AI deployment.
Deepseek's cost-effective AI performance is turning heads. Learn about Reinforcement Learning in Large Language Model training, focusing on TRPO, PPO, and GRPO. Explore RL basics using a maze analogy, and how it applies to LLMs for refining responses based on human feedback.