LLM Inference
A deep dive into LLM inference server architecture reveals the critical optimizations enabling real-time AI applications, from batching strategies to memory management techniques.
ByteDance
TikTok parent ByteDance commits $23 billion to AI infrastructure in 2026, signaling massive expansion of generative AI capabilities that could reshape video synthesis and content creation.
AI Agents
A technical breakdown of four emerging protocols enabling AI agents to communicate: Model Context Protocol, Agent Communication Protocol, Agent-to-Agent, and Agent Network Protocol.
Alphabet
Alphabet announces $4.75 billion acquisition of data center builder Intersect, dramatically expanding compute infrastructure for cloud services and AI workloads.
OpenAI
OpenAI is reportedly in advanced talks with Amazon for a $10 billion investment that could include a strategic chip partnership, potentially reshaping AI infrastructure and compute access.
AI Infrastructure
AI infrastructure startup Runware secures $50M to build a universal API connecting developers to multiple generative AI models, streamlining access to image, video, and audio synthesis capabilities.
Nvidia
Nvidia purchases SchedMD, maker of Slurm open-source workload manager used by most AI supercomputers. The acquisition strengthens Nvidia's grip on AI training infrastructure.
Intel
Intel is reportedly nearing a deal to acquire SambaNova Systems, an AI chip startup that could strengthen Intel's position in the competitive AI accelerator market against Nvidia.
LLM deployment
A technical deep-dive into deploying quantized large language models using AWQ compression, vLLM inference engine, and FastAPI for production-ready AI applications.
LLM compression
Learn how to reduce a 7 billion parameter language model from ~14GB to 4.5GB using quantization, pruning, and knowledge distillation while maintaining accuracy.
AI Infrastructure
The Model Context Protocol (MCP) is reshaping how AI tools integrate with external systems. Here's how ChatGPT, GitHub Copilot, and Cursor are implementing this new standard for AI agent connectivity.
Nvidia
NVIDIA's GB200 NVL72 GPU system accelerates Mistral 3 model inference by 10x, leveraging advanced tensor parallelism and NVLink architecture. The optimization demonstrates significant improvements in AI model deployment efficiency.