The Personal Context Graph: Why On-Device AI will capture the layer that cloud models can’t

There’s a growing consensus in AI that the next trillion-dollar platform won’t be another chatbot or copilot. It’ll be the system that captures context graphs: the decision traces, exceptions, and precedents that currently live in Slack threads, deal desk conversations, and people’s heads.