local-ai
3 articles
MemPalace: An AI That Remembers You — Your Whole Life, in ~120 Tokens
MemPalace: open-source AI memory that scored the first-ever perfect 500/500 on LongMemEval, 2x Mem0 on ConvoMem, and 100% on LoCoMo. Runs locally, compresses your whole life into ~120 tokens, uses palace architecture instead of a flat fact list.
Running a Trillion-Parameter Model on a MacBook? The Wild SSD Streaming Experiment
Simon Willison shared a new trend in running massive MoE models on Macs: streaming expert weights from SSD instead of cramming everything into RAM. Even a trillion-parameter Kimi K2.5 runs on a 96GB MacBook Pro.
Hermes Just Performed Brain Surgery on Itself: A Local AI Agent Hot-Swapped Its Own Model Weights
A local AI agent called Hermes downloaded and switched to a new model (qwopus) without stopping — like swapping a plane's engine mid-flight. Teknium from Nous Research saw it and said 'submit this to a hackathon.'