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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.

DoorDash Pays Dashers to Film and Speak for AI Training, Raising Privacy Alarms Over Biometric Data Collection

DoorDash Pays Dashers to Film and Speak for AI Training, Raising Privacy Alarms Over Biometric Data Collection

Mar 23, 2026
The Deep View

DoorDash is paying delivery workers to film their surroundings and record their voices for AI training through a new feature called Tasks, but security experts warn the biometric and spatial data collected can never be deleted once embedded in AI systems, raising serious privacy alarms for participants and bystanders alike.

White House Releases National AI Framework to Block State Regulations and Limit Federal Oversight

White House Releases National AI Framework to Block State Regulations and Limit Federal Oversight

Mar 23, 2026
CNN

The White House releases a national AI framework seeking to block state-level regulations and limit federal oversight, outlining six congressional objectives including streamlined data center permits and IP protections, as critics warn the plan leaves citizens vulnerable to AI harms while supporters praise it as a pro-innovation breakthrough.

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