MIT researchers have found flaws in traditional spatial prediction validation methods, leading to inaccurate forecasts. They developed a new technique that outperformed common methods in predicting weather and air quality, offering more reliable evaluations for various applications.
CONXAI Technology GmbH pioneers AI platform for AEC industry, offering advanced anonymization and object recognition capabilities. Hosted on AWS, the AI solution provides MaaS and SaaS options for seamless integration and GDPR compliance in construction sites.
A/B tests compare Treatment A and Treatment B for campaigns to determine which drives more revenue per buyer. Marketers analyze purchase rates and average order amounts to optimize campaigns efficiently.
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.
LLM applications require intentional temperature settings to control randomness. Temperature values impact the model's outputs, making them more random or focused. Softmax function transforms raw scores into a clean probability distribution for accurate predictions.
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.
Inefficient metric computation can increase training costs. TorchMetrics optimizes metric collection in PyTorch.
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.
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.
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.
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.
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.
Diffusion Models explained with illustrations, focusing on how they learn and generate data. Example using glyffuser to generate Chinese glyphs from English definitions.