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397-Billion Parameter AI Model Runs on MacBook Pro With 48GB RAM at 4.4 Tokens Per Second Using Custom C/Metal Engine

397-Billion Parameter AI Model Runs on MacBook Pro With 48GB RAM at 4.4 Tokens Per Second Using Custom C/Metal Engine

Mar 23, 2026
GitHub

A custom C/Metal inference engine called Flash-MoE is now running a massive 397-billion parameter AI model on a standard MacBook Pro with 48GB RAM, streaming 209GB directly from SSD at 4.4 tokens per second — with 58 documented experiments revealing that Apple Silicon's unified memory architecture defies conventional optimization wisdom.

AI Giants Race to Control Trillion-Dollar Infrastructure as Critics Warn of Dangerous Power Consolidation

AI Giants Race to Control Trillion-Dollar Infrastructure as Critics Warn of Dangerous Power Consolidation

Mar 22, 2026
The Deep View

AI giants like OpenAI, Nvidia, and Anthropic are racing to dominate a multi-trillion-dollar infrastructure buildout, with OpenAI raising $110 billion in a single funding round, as experts warn the dangerous concentration of power over AI models, data centers, and energy mirrors the social media era and risks enabling bioweapons, election …

Nvidia CEO Jensen Huang Launches Free Open-Source AI Agent Platform NemoClaw, Repositioning Nvidia as the Operating System of the AI Era

Nvidia CEO Jensen Huang Launches Free Open-Source AI Agent Platform NemoClaw, Repositioning Nvidia as the Operating System of the AI Era

Mar 20, 2026
CNBC

Nvidia CEO Jensen Huang launches NemoClaw, a free open-source AI agent platform, repositioning Nvidia as the operating system of the AI era while using the move to defend GPU hardware demand against rival chips and prevent customers like OpenAI from gaining enough dominance to threaten Nvidia's pricing power.

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