pov: you buy $5,700 NVIDIA's DGX Spark and subscribe to Claude Opus 4.8 only to realize your AI behaves like a consultant on day one confident, articulate, and wrong about things everyone else considers obvious why the company brain is the missing primitive: > context bottleneck - intelligence is cheap but Anthropic calls context the scarcest resource for autonomous agents > graph memory - keyword search finds documents but a company brain maps how facts and relationships connect > wasted effort - teams duplicate projects because they have zero visibility into what other departments are building > exit risk - when employees quit, their knowledge walks out the door because memory was never built into the systems > give them a company that remembers and they compound its intelligence >> give them a company that forgets and you just automated your way to confusion save this before you pay your next subscription invoice 👇