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
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