AI factories are reshaping the economics of modern infrastructure by producing valuable tokens at scale. Throughput, latency, and goodput are key metrics in creating engaging user experiences and maximizing revenue potential per token.
New computational approach predicts protein locations in cells, aiding in disease diagnosis and drug target identification. MIT, Harvard, and Broad Institute researchers develop method for single-cell protein localization using AI models.
The UAE and US sign agreement for AI campus, sparking concerns over Chinese influence. Deal made during Trump's Middle East visit.
Qualtrics pioneers Experience Management (XM) with AI, ML, and NLP capabilities, enhancing customer connections and loyalty. Qualtrics's Socrates platform, powered by Amazon SageMaker, drives innovation in experience management with advanced ML technologies.
Vxceed integrates generative AI into its solutions, launching LimoConnectQ using Amazon Bedrock to enhance customer experiences and boost operational efficiency in secure ground transportation management. The challenge: Balancing innovation with security to meet strict regulatory requirements for government agencies and large corporations.
New amendment to data bill requires AI companies to disclose use of copyright-protected content. Beeban Kidron challenges plans allowing AI firms to use copyrighted work without permission.
Quantization reduces memory usage in large language models by converting parameters to lower-precision formats. EoRA improves 2-bit quantization accuracy, making models up to 5.5x smaller while maintaining performance.
Data scientist highlights importance of benchmarks in data science projects. Benchmarks ensure performance improvements and aid in client communication and model selection.
Maths skills are crucial for research-based roles at companies like Deepmind and Google Research, while industry roles require less depth. Higher education correlates with higher earnings in machine learning.
ChatGPT expands reach with questionable companions, causing concern. First Dog merchandise available at the First Dog shop.
DeepSeek AI's DeepSeek-R1 model with 671 billion parameters showcases strong few-shot learning capabilities, prompting customization for various business applications. SageMaker HyperPod recipes streamline the fine-tuning process, offering optimized solutions for organizations seeking to enhance model performance and adaptability.
OpenAI introduces GPT-4.1 to ChatGPT, enhancing coding capabilities for subscribers. Confusion arises as users navigate the array of available AI models, sparking debate among novices and experts alike.
US Republicans seek to block state laws regulating AI for 10 years in budget bill, aiming to prevent guardrails on automated decision-making systems. Proposed provision in House bill would restrict any state or local regulation of AI models or systems unless to facilitate deployment.
PixArt-Sigma is a high-resolution diffusion transformer model with architectural improvements. AWS Trainium and AWS Inferentia chips enhance performance for running PixArt-Sigma.
Apache Parquet is a game-changer in data storage, offering data compression, columnar storage, language flexibility, open-source format, and support for complex data types. Unlike traditional row-based storage, Parquet's column-based approach allows for faster data read operations, optimizing analytics workloads.