M5 Max Hits 1 Million Tokens: How TurboQuant Solves the Mac's Memory Bottleneck

TurboQuant proves that Apple Silicon can handle massive 1M-token contexts by optimizing KV cache, a feat previously limited to high-end server GPUs. This shift highlights memory bandwidth as the new frontier for local AI agents, enabling complex multi-model workflows on consumer hardware.