Training large language and multimodal models from scratch comes with challenges, especially in the hardware lottery of varying cluster quality and support levels. GPU training experiences differ significantly from TPUs, highlighting the importance of competent hardware management in achieving succe.. read more  

With bitcoin on a hot streak, up 45% this year already, investors have warned about a cooling as unrealized profit margins approach extreme levels... read more  

Terraform state files are a crucial component in managing infrastructure, requiring a secure, common path to store and locking mechanisms to prevent conflicts in team environments. AWS suggests using Amazon S3 with Amazon DynamoDB for optimal state file management when deploying Terraform on AWS... read more  

Linux reached 4.03 percent of global market share in February, surpassing the 3 percent milestone from June 2023, according to Statcounter. Interest in Linux has slightly grown recently, with an overall 31.3 percent increase in market share since June 2023... read more  

Tesla is the only path that could even hope to hold a candle to Google in the AI race. Attachments to other large companies like Apple and Amazon would likely fail due to incompatible company DNA. Tesla's potential to reach sustainable Google-scale capital within a decade is promising... read more  

On July 5, 2023, Meta launched Threads, the newest app in their family, with over 100 million sign ups in just five days. A small team of engineers built Threads in five months, relying on a decade of infrastructure development to support its rapid growth and scale seamlessly... read more  

Developer blog is crucial for success in the industry as it helps establish thought leadership, drive organic traffic, promote community engagement, enable content marketing, and educate users. Successful implementation of a developer blog can be seen in companies like HashiCorp, who have become tho.. read more  

AWS has launched a new infrastructure region in the Kingdom of Saudi Arabia. The new AWS region will enable organizations to unlock the full potential of the cloud and build applications using AWS technology like compute, storage, database, analytics, and artificial intelligence... read more  

Rust programming language is highly praised for its speed and memory safety defaults, making it a top choice for web development and performance-critical systems. Despite its benefits, Rust's complexity and lack of familiarity can pose challenges for developers transitioning to the language. However.. read more  

DAP allows for data aggregation without revealing individual data points, making it useful for applications that require privacy protection. However, private aggregation alone is often not enough to protect privacy, leading to the importance of adding techniques like differential privacy to ensure d.. read more