This week, DeepSeek-V3.1 dropped on Hugging Face. Media outlets immediately began citing benchmark scores that rival proprietary systems from OpenAI and Anthropic for a system that is available via a permissive license, facilitating wide access. The 685-billion parameter Mixture-of-Experts (MoE) model has 37 billion active parameters and is designed for efficiency. It builds on DeepSeek-pioneered processes like multi-head latent attention (MLA) and multi-token prediction (MTP) to optimize inference, enabling high-performance computing on both enterprise servers loaded with H100 GPUs and consumer hardware like a Mac Studio or comparably powered PC. Continue reading DeepSeek-V3.1 Offered with Improvements in Speed, Context

Display manufacturers are giving gamers a big OLED push this year. That means faster refresh rates, a big plus when it comes to action titles, including sports. Samsung has a 32-inch OLED monitor that delivers 4K at 240Hz and 27-inch QHD OLED monitors and panels that clock at 360Hz. LG Display, providing tech to third parties — has debuted a 1440p panel said to be the fastest OLED yet. LG Elecronics’ own UltraGear 32 OLED is the company’s first to use dual refresh technology and has a .03ms response time, processing 4K at 240Hz and 480Hz for 1080p. Continue reading CES: LG Introduces OLED Display Tech Designed for Gaming