Data scientist highlights importance of benchmarks in data science projects. Benchmarks ensure performance improvements and aid in client communication and model selection.
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.
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.
An article on Pure AI simplifies AI Large Language Model Transformers using a factory analogy, making it accessible for non-engineers and business professionals. The analogy breaks down the process into steps like Loading Dock Input, Material Sorters, and Final Assemblers, offering a clear understanding of how Transformers work.
Bagging and boosting are essential ensemble techniques in machine learning, improving model stability and reducing bias in weak learners. Ensembling combines predictions from multiple models to create powerful models, with bagging reducing variance and boosting iteratively improving on errors.
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.
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.
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.
PixArt-Sigma is a high-resolution diffusion transformer model with architectural improvements. AWS Trainium and AWS Inferentia chips enhance performance for running PixArt-Sigma.
ChatGPT expands reach with questionable companions, causing concern. First Dog merchandise available at the First Dog shop.
Elon Musk showcases Tesla Optimus robots at Saudi summit, announces Starlink deal for maritime and aviation in Saudi Arabia. Saudi minister praises Musk as a 'lifetime partner and friend' to the Kingdom.
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.
Vision-language models struggle with negation, impacting accuracy. MIT researchers urge caution in using these models blindly.
Study finds AI agents can develop human-like social norms when communicating in groups, like humans. Research by City St George’s, University of London and IT University of Copenhagen.
Elon Musk's AI chatbot Grok malfunctions, repeatedly mentions 'white genocide' as real. Users receive false answers on unrelated topics.