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Apple M5 Max: 4x LLM Speed Is Nice, But 614GB/s Memory Bandwidth Is the Real Game Changer

Apple claims 4x faster LLM prompt processing on M5 Max compared to M4. We dig into the Fusion Architecture, unified memory bandwidth, and what 128GB of VRAM-equivalent actually means for running local AI.

#AI Inference#apple silicon#Local LLM...

AI Inference

Google’s 2025 AI Research Just Killed the ‘Bigger is Better’ Mantra

How Google’s breakthroughs in sparse architectures, selective computation, and inference-first infrastructure are forcing a complete rewrite of the AI scaling playbook

#AI Inference#Gemini 3#Google Cloud...

AI Inference

Consumer GPUs Are Invading Enterprise AI Territory: A Real-World 8x Radeon Case Study

A deep technical analysis of an 8x Radeon 7900 XTX build running local LLM inference at 192GB VRAM, exposing the cost-performance gap between DIY consumer hardware and cloud AI infrastructure.

#AI Inference#AMD Radeon#Consumer Hardware...